---
_id: '32399'
author:
- first_name: Ella
  full_name: Vahle, Ella
  last_name: Vahle
citation:
  ama: Vahle E. <i>Modelling and Proving Security for a Secure MPC Protocol for Stable
    Matching</i>.; 2022.
  apa: Vahle, E. (2022). <i>Modelling and Proving Security for a Secure MPC Protocol
    for Stable Matching</i>.
  bibtex: '@book{Vahle_2022, title={Modelling and Proving Security for a Secure MPC
    Protocol for Stable Matching}, author={Vahle, Ella}, year={2022} }'
  chicago: Vahle, Ella. <i>Modelling and Proving Security for a Secure MPC Protocol
    for Stable Matching</i>, 2022.
  ieee: E. Vahle, <i>Modelling and Proving Security for a Secure MPC Protocol for
    Stable Matching</i>. 2022.
  mla: Vahle, Ella. <i>Modelling and Proving Security for a Secure MPC Protocol for
    Stable Matching</i>. 2022.
  short: E. Vahle, Modelling and Proving Security for a Secure MPC Protocol for Stable
    Matching, 2022.
date_created: 2022-07-20T09:38:39Z
date_updated: 2022-07-26T14:31:54Z
department:
- _id: '64'
language:
- iso: eng
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '4'
  name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '13'
  name: 'SFB 901 - C1: SFB 901 - Subproject C1'
status: public
supervisor:
- first_name: Johannes
  full_name: Blömer, Johannes
  id: '23'
  last_name: Blömer
title: Modelling and Proving Security for a Secure MPC Protocol for Stable Matching
type: bachelorsthesis
user_id: '25078'
year: '2022'
...
---
_id: '6561'
author:
- first_name: Tim
  full_name: Hetkämper, Tim
  id: '38123'
  last_name: Hetkämper
citation:
  ama: Hetkämper T. <i>Visualisierung von Ultraschallfeldern Mittels Schlierentechnik
    Und Fraktionaler Fouriertransformation</i>.; 2022.
  apa: Hetkämper, T. (2022). <i>Visualisierung von Ultraschallfeldern mittels Schlierentechnik
    und fraktionaler Fouriertransformation</i>.
  bibtex: '@book{Hetkämper_2022, place={Workshop “Messtechnische Anwendungen von Ultraschall”,
    Drübeck}, title={Visualisierung von Ultraschallfeldern mittels Schlierentechnik
    und fraktionaler Fouriertransformation}, author={Hetkämper, Tim}, year={2022}
    }'
  chicago: Hetkämper, Tim. <i>Visualisierung von Ultraschallfeldern Mittels Schlierentechnik
    Und Fraktionaler Fouriertransformation</i>. Workshop “Messtechnische Anwendungen
    von Ultraschall”, Drübeck, 2022.
  ieee: T. Hetkämper, <i>Visualisierung von Ultraschallfeldern mittels Schlierentechnik
    und fraktionaler Fouriertransformation</i>. Workshop “Messtechnische Anwendungen
    von Ultraschall”, Drübeck, 2022.
  mla: Hetkämper, Tim. <i>Visualisierung von Ultraschallfeldern Mittels Schlierentechnik
    Und Fraktionaler Fouriertransformation</i>. 2022.
  short: T. Hetkämper, Visualisierung von Ultraschallfeldern Mittels Schlierentechnik
    Und Fraktionaler Fouriertransformation, Workshop “Messtechnische Anwendungen von
    Ultraschall”, Drübeck, 2022.
date_created: 2019-01-09T14:37:08Z
date_updated: 2022-07-28T07:12:05Z
department:
- _id: '49'
language:
- iso: eng
place: Workshop "Messtechnische Anwendungen von Ultraschall", Drübeck
status: public
title: Visualisierung von Ultraschallfeldern mittels Schlierentechnik und fraktionaler
  Fouriertransformation
type: misc
user_id: '11829'
year: '2022'
...
---
_id: '6592'
author:
- first_name: Leander
  full_name: Claes, Leander
  id: '11829'
  last_name: Claes
  orcid: 0000-0002-4393-268X
citation:
  ama: Claes L. <i>Messverfahren Für Die Akustische Absorption Zur Bestimmung Der
    Volumenviskosität</i>.; 2022.
  apa: Claes, L. (2022). <i>Messverfahren für die akustische Absorption zur Bestimmung
    der Volumenviskosität</i>.
  bibtex: '@book{Claes_2022, place={Workshop “Messtechnische Anwendungen von Ultraschall”,
    Drübeck}, title={Messverfahren für die akustische Absorption zur Bestimmung der
    Volumenviskosität}, author={Claes, Leander}, year={2022} }'
  chicago: Claes, Leander. <i>Messverfahren Für Die Akustische Absorption Zur Bestimmung
    Der Volumenviskosität</i>. Workshop “Messtechnische Anwendungen von Ultraschall”,
    Drübeck, 2022.
  ieee: L. Claes, <i>Messverfahren für die akustische Absorption zur Bestimmung der
    Volumenviskosität</i>. Workshop “Messtechnische Anwendungen von Ultraschall”,
    Drübeck, 2022.
  mla: Claes, Leander. <i>Messverfahren Für Die Akustische Absorption Zur Bestimmung
    Der Volumenviskosität</i>. 2022.
  short: L. Claes, Messverfahren Für Die Akustische Absorption Zur Bestimmung Der
    Volumenviskosität, Workshop “Messtechnische Anwendungen von Ultraschall”, Drübeck,
    2022.
date_created: 2019-01-09T16:07:04Z
date_updated: 2022-07-28T07:12:28Z
department:
- _id: '49'
language:
- iso: eng
place: Workshop "Messtechnische Anwendungen von Ultraschall", Drübeck
status: public
title: Messverfahren für die akustische Absorption zur Bestimmung der Volumenviskosität
type: misc
user_id: '11829'
year: '2022'
...
---
_id: '31847'
abstract:
- lang: eng
  text: "The famous $k$-Server Problem covers plenty of resource allocation scenarios,
    and several variations have been studied extensively for decades. However, to
    the best of our knowledge, no research has considered the problem if the servers
    are not identical and requests can express which specific servers should serve
    them. Therefore, we present a new model generalizing the $k$-Server Problem by
    *preferences* of the requests and proceed to study it in a uniform metric space
    for deterministic online algorithms (the special case of paging).\r\n\r\nIn our
    model, requests can either demand to be answered by any server (*general requests*)
    or by a specific one (*specific requests*). If only general requests appear, the
    instance is one of the original $k$-Server Problem, and a lower bound for the
    competitive ratio of $k$ applies. If only specific requests appear, a solution
    with a competitive ratio of $1$ becomes trivial since there is no freedom regarding
    the servers' movements. Perhaps counter-intuitively, we show that if both kinds
    of requests appear, the lower bound raises to $2k-1$.\r\n\r\nWe study deterministic
    online algorithms in uniform metrics and present two algorithms. The first one
    has an adaptive competitive ratio dependent on the frequency of specific requests.
    It achieves a worst-case competitive ratio of $3k-2$ while it is optimal when
    only general or only specific requests appear (competitive ratio of $k$ and $1$,
    respectively). The second has a fixed close-to-optimal worst-case competitive
    ratio of $2k+14$. For the first algorithm, we show a lower bound of $3k-2$, while
    the second algorithm has a lower bound of $2k-1$ when only general requests appear.\r\n
    \   \r\nThe two algorithms differ in only one behavioral rule for each server
    that significantly influences the competitive ratio. Each server acting according
    to the rule allows approaching the worst-case lower bound, while it implies an
    increased lower bound for $k$-Server instances. In other words, there is a trade-off
    between performing well against instances of the $k$-Server Problem and instances
    containing specific requests. We also show that no deterministic online algorithm
    can be optimal for both kinds of instances simultaneously."
author:
- first_name: Jannik
  full_name: Castenow, Jannik
  id: '38705'
  last_name: Castenow
- first_name: Björn
  full_name: Feldkord, Björn
  id: '22704'
  last_name: Feldkord
- first_name: Till
  full_name: Knollmann, Till
  id: '39241'
  last_name: Knollmann
  orcid: 0000-0003-2014-4696
- first_name: Manuel
  full_name: Malatyali, Manuel
  id: '41265'
  last_name: Malatyali
- first_name: Friedhelm
  full_name: Meyer auf der Heide, Friedhelm
  id: '15523'
  last_name: Meyer auf der Heide
citation:
  ama: 'Castenow J, Feldkord B, Knollmann T, Malatyali M, Meyer auf der Heide F. The
    k-Server with Preferences Problem. In: <i>Proceedings of the 34th ACM Symposium
    on Parallelism in Algorithms and Architectures</i>. Association for Computing
    Machinery; 2022:345-356. doi:<a href="https://doi.org/10.1145/3490148.3538595">10.1145/3490148.3538595</a>'
  apa: Castenow, J., Feldkord, B., Knollmann, T., Malatyali, M., &#38; Meyer auf der
    Heide, F. (2022). The k-Server with Preferences Problem. <i>Proceedings of the
    34th ACM Symposium on Parallelism in Algorithms and Architectures</i>, 345–356.
    <a href="https://doi.org/10.1145/3490148.3538595">https://doi.org/10.1145/3490148.3538595</a>
  bibtex: '@inproceedings{Castenow_Feldkord_Knollmann_Malatyali_Meyer auf der Heide_2022,
    title={The k-Server with Preferences Problem}, DOI={<a href="https://doi.org/10.1145/3490148.3538595">10.1145/3490148.3538595</a>},
    booktitle={Proceedings of the 34th ACM Symposium on Parallelism in Algorithms
    and Architectures}, publisher={Association for Computing Machinery}, author={Castenow,
    Jannik and Feldkord, Björn and Knollmann, Till and Malatyali, Manuel and Meyer
    auf der Heide, Friedhelm}, year={2022}, pages={345–356} }'
  chicago: Castenow, Jannik, Björn Feldkord, Till Knollmann, Manuel Malatyali, and
    Friedhelm Meyer auf der Heide. “The K-Server with Preferences Problem.” In <i>Proceedings
    of the 34th ACM Symposium on Parallelism in Algorithms and Architectures</i>,
    345–56. Association for Computing Machinery, 2022. <a href="https://doi.org/10.1145/3490148.3538595">https://doi.org/10.1145/3490148.3538595</a>.
  ieee: 'J. Castenow, B. Feldkord, T. Knollmann, M. Malatyali, and F. Meyer auf der
    Heide, “The k-Server with Preferences Problem,” in <i>Proceedings of the 34th
    ACM Symposium on Parallelism in Algorithms and Architectures</i>, 2022, pp. 345–356,
    doi: <a href="https://doi.org/10.1145/3490148.3538595">10.1145/3490148.3538595</a>.'
  mla: Castenow, Jannik, et al. “The K-Server with Preferences Problem.” <i>Proceedings
    of the 34th ACM Symposium on Parallelism in Algorithms and Architectures</i>,
    Association for Computing Machinery, 2022, pp. 345–56, doi:<a href="https://doi.org/10.1145/3490148.3538595">10.1145/3490148.3538595</a>.
  short: 'J. Castenow, B. Feldkord, T. Knollmann, M. Malatyali, F. Meyer auf der Heide,
    in: Proceedings of the 34th ACM Symposium on Parallelism in Algorithms and Architectures,
    Association for Computing Machinery, 2022, pp. 345–356.'
date_created: 2022-06-10T09:06:42Z
date_updated: 2022-08-02T08:07:30Z
department:
- _id: '63'
doi: 10.1145/3490148.3538595
external_id:
  arxiv:
  - '2205.11102'
keyword:
- K-Server Problem
- Heterogeneity
- Online Caching
language:
- iso: eng
page: 345-356
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '2'
  name: 'SFB 901 - A: SFB 901 - Project Area A'
- _id: '5'
  name: 'SFB 901 - A1: SFB 901 - Subproject A1'
publication: Proceedings of the 34th ACM Symposium on Parallelism in Algorithms and
  Architectures
publication_identifier:
  isbn:
  - '9781450391467'
publisher: Association for Computing Machinery
status: public
title: The k-Server with Preferences Problem
type: conference
user_id: '39241'
year: '2022'
...
---
_id: '34023'
abstract:
- lang: eng
  text: Decision makers increasingly rely on decision support systems for optimal
    decision making. Recently, special attention has been paid to process-driven decision
    support systems (PD-DSS) in which a process model prescribes the invocation sequence
    of software-based decision support services and the data exchange between them.
    Thus, it is possible to quickly combine available decision support services as
    needed for optimally supporting the decision making process of an individual decision
    maker. However, process modelers may accidentally create a process model which
    is technically well-formed and executable, but contains functional and behavioral
    flaws such as redundant or missing services. These flaws may result in inefficient
    computations or invalid decision recommendations when the corresponding PD-DSS
    is utilized by a decision maker. In this paper, we therefore propose an approach
    to validate functionality and behavior of a process model representing a PD-DSS.
    Our approach is based on expressing flaws as anti-patterns for which the process
    model can be automatically checked via graph matching. We prototypically implemented
    our approach and demonstrate its applicability in the context of decision making
    for energy network planning.
author:
- first_name: Jonas
  full_name: Kirchhoff, Jonas
  id: '39928'
  last_name: Kirchhoff
- first_name: Gregor
  full_name: Engels, Gregor
  id: '107'
  last_name: Engels
citation:
  ama: 'Kirchhoff J, Engels G. Anti-pattern Detection in Process-Driven Decision Support
    Systems. In: <i>Software Business</i>. Vol 463. Lecture Notes in Business Information
    Processing. Springer International Publishing; 2022:227--243. doi:<a href="https://doi.org/10.1007/978-3-031-20706-8_16">10.1007/978-3-031-20706-8_16</a>'
  apa: Kirchhoff, J., &#38; Engels, G. (2022). Anti-pattern Detection in Process-Driven
    Decision Support Systems. In <i>Software Business</i> (Vol. 463, pp. 227--243).
    Springer International Publishing. <a href="https://doi.org/10.1007/978-3-031-20706-8_16">https://doi.org/10.1007/978-3-031-20706-8_16</a>
  bibtex: '@inbook{Kirchhoff_Engels_2022, place={Cham}, series={Lecture Notes in Business
    Information Processing}, title={Anti-pattern Detection in Process-Driven Decision
    Support Systems}, volume={463}, DOI={<a href="https://doi.org/10.1007/978-3-031-20706-8_16">10.1007/978-3-031-20706-8_16</a>},
    booktitle={Software Business}, publisher={Springer International Publishing},
    author={Kirchhoff, Jonas and Engels, Gregor}, year={2022}, pages={227--243}, collection={Lecture
    Notes in Business Information Processing} }'
  chicago: 'Kirchhoff, Jonas, and Gregor Engels. “Anti-Pattern Detection in Process-Driven
    Decision Support Systems.” In <i>Software Business</i>, 463:227--243. Lecture
    Notes in Business Information Processing. Cham: Springer International Publishing,
    2022. <a href="https://doi.org/10.1007/978-3-031-20706-8_16">https://doi.org/10.1007/978-3-031-20706-8_16</a>.'
  ieee: 'J. Kirchhoff and G. Engels, “Anti-pattern Detection in Process-Driven Decision
    Support Systems,” in <i>Software Business</i>, vol. 463, Cham: Springer International
    Publishing, 2022, pp. 227--243.'
  mla: Kirchhoff, Jonas, and Gregor Engels. “Anti-Pattern Detection in Process-Driven
    Decision Support Systems.” <i>Software Business</i>, vol. 463, Springer International
    Publishing, 2022, pp. 227--243, doi:<a href="https://doi.org/10.1007/978-3-031-20706-8_16">10.1007/978-3-031-20706-8_16</a>.
  short: 'J. Kirchhoff, G. Engels, in: Software Business, Springer International Publishing,
    Cham, 2022, pp. 227--243.'
date_created: 2022-11-07T10:51:24Z
date_updated: 2022-11-07T10:54:30Z
department:
- _id: '534'
- _id: '66'
doi: 10.1007/978-3-031-20706-8_16
intvolume: '       463'
language:
- iso: eng
page: 227--243
place: Cham
publication: Software Business
publication_identifier:
  isbn:
  - '9783031207051'
  - '9783031207068'
  issn:
  - 1865-1348
  - 1865-1356
publication_status: published
publisher: Springer International Publishing
series_title: Lecture Notes in Business Information Processing
status: public
title: Anti-pattern Detection in Process-Driven Decision Support Systems
type: book_chapter
user_id: '39928'
volume: 463
year: '2022'
...
---
_id: '34040'
abstract:
- lang: eng
  text: "<jats:p>Consider the practical goal of making a desired action profile played,\r\n\r\nwhen
    the planner can only change the payoffs, bound by \r\n\r\nstringent constraints.\r\n\r\nApplications
    include motivating people\r\n\r\nto choose the closest school, the closest subway
    station, or to coordinate\r\n\r\non a communication protocol or an investment
    strategy.\r\n\r\nEmploying subsidies and tolls, we adjust the game so that choosing
    this predefined action profile\r\n\r\nbecomes strictly dominant. \r\n\r\nInspired
    mainly by the work of Monderer and Tennenholtz,\r\n\r\nwhere the promised subsidies
    do not materialise in the not played\r\n\r\nprofiles, we provide a fair and individually
    rational game\r\n\r\nadjustment, such that the total outside investments sum up\r\n\r\nto
    zero at any profile, thereby facilitating easy and frequent\r\n\r\nusage of our
    adjustment without bearing costs, even if some\r\n\r\nplayers behave unexpectedly.
    The resultant action profile itself needs no\r\n\r\nadjustment. Importantly, we
    also prove that our adjustment minimises \r\n\r\nthe general transfer among all
    such adjustments, counting the total subsidising and taxation.</jats:p>"
author:
- first_name: Gleb
  full_name: Polevoy, Gleb
  id: '83983'
  last_name: Polevoy
- first_name: Marcin
  full_name: Dziubiński, Marcin
  last_name: Dziubiński
citation:
  ama: 'Polevoy G, Dziubiński M. Fair, Individually Rational and Cheap Adjustment.
    In: De Raedt L, ed. <i>Proceedings of the Thirty-First International Joint Conference
    on Artificial Intelligence</i>. International Joint Conferences on Artificial
    Intelligence Organization; 2022. doi:<a href="https://doi.org/10.24963/ijcai.2022/64">10.24963/ijcai.2022/64</a>'
  apa: Polevoy, G., &#38; Dziubiński, M. (2022). Fair, Individually Rational and Cheap
    Adjustment. In L. De Raedt (Ed.), <i>Proceedings of the Thirty-First International
    Joint Conference on Artificial Intelligence</i>. International Joint Conferences
    on Artificial Intelligence Organization. <a href="https://doi.org/10.24963/ijcai.2022/64">https://doi.org/10.24963/ijcai.2022/64</a>
  bibtex: '@inproceedings{Polevoy_Dziubiński_2022, title={Fair, Individually Rational
    and Cheap Adjustment}, DOI={<a href="https://doi.org/10.24963/ijcai.2022/64">10.24963/ijcai.2022/64</a>},
    booktitle={Proceedings of the Thirty-First International Joint Conference on Artificial
    Intelligence}, publisher={International Joint Conferences on Artificial Intelligence
    Organization}, author={Polevoy, Gleb and Dziubiński, Marcin}, editor={De Raedt,
    Luc}, year={2022} }'
  chicago: Polevoy, Gleb, and Marcin Dziubiński. “Fair, Individually Rational and
    Cheap Adjustment.” In <i>Proceedings of the Thirty-First International Joint Conference
    on Artificial Intelligence</i>, edited by Luc De Raedt. International Joint Conferences
    on Artificial Intelligence Organization, 2022. <a href="https://doi.org/10.24963/ijcai.2022/64">https://doi.org/10.24963/ijcai.2022/64</a>.
  ieee: 'G. Polevoy and M. Dziubiński, “Fair, Individually Rational and Cheap Adjustment,”
    in <i>Proceedings of the Thirty-First International Joint Conference on Artificial
    Intelligence</i>, Vienna, 2022, doi: <a href="https://doi.org/10.24963/ijcai.2022/64">10.24963/ijcai.2022/64</a>.'
  mla: Polevoy, Gleb, and Marcin Dziubiński. “Fair, Individually Rational and Cheap
    Adjustment.” <i>Proceedings of the Thirty-First International Joint Conference
    on Artificial Intelligence</i>, edited by Luc De Raedt, International Joint Conferences
    on Artificial Intelligence Organization, 2022, doi:<a href="https://doi.org/10.24963/ijcai.2022/64">10.24963/ijcai.2022/64</a>.
  short: 'G. Polevoy, M. Dziubiński, in: L. De Raedt (Ed.), Proceedings of the Thirty-First
    International Joint Conference on Artificial Intelligence, International Joint
    Conferences on Artificial Intelligence Organization, 2022.'
conference:
  end_date: 2022-07-29
  location: Vienna
  name: THE 31ST INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE
  start_date: 2022-07-23
date_created: 2022-11-08T16:53:31Z
date_updated: 2022-11-08T17:34:36Z
department:
- _id: '63'
- _id: '541'
doi: 10.24963/ijcai.2022/64
editor:
- first_name: Luc
  full_name: De Raedt, Luc
  last_name: De Raedt
keyword:
- adjustment
- strictly dominant
- fairness
- individually rational
- transfer
- tax
- subsidy
language:
- iso: eng
main_file_link:
- url: https://www.ijcai.org/proceedings/2022/64
publication: Proceedings of the Thirty-First International Joint Conference on Artificial
  Intelligence
publication_status: published
publisher: International Joint Conferences on Artificial Intelligence Organization
status: public
title: Fair, Individually Rational and Cheap Adjustment
type: conference
user_id: '83983'
year: '2022'
...
---
_id: '33085'
author:
- first_name: Leah
  full_name: Epstein, Leah
  last_name: Epstein
- first_name: Alexandra
  full_name: Lassota, Alexandra
  last_name: Lassota
- first_name: Asaf
  full_name: Levin, Asaf
  last_name: Levin
- first_name: Marten
  full_name: Maack, Marten
  id: '88252'
  last_name: Maack
- first_name: Lars
  full_name: Rohwedder, Lars
  last_name: Rohwedder
citation:
  ama: 'Epstein L, Lassota A, Levin A, Maack M, Rohwedder L. Cardinality Constrained
    Scheduling in Online Models. In: Berenbrink P, Monmege B, eds. <i>39th International
    Symposium on Theoretical Aspects of Computer Science, STACS 2022, March 15-18,
    2022, Marseille, France (Virtual Conference)</i>. Vol 219. LIPIcs. Schloss Dagstuhl
    - Leibniz-Zentrum für Informatik; 2022:28:1–28:15. doi:<a href="https://doi.org/10.4230/LIPIcs.STACS.2022.28">10.4230/LIPIcs.STACS.2022.28</a>'
  apa: Epstein, L., Lassota, A., Levin, A., Maack, M., &#38; Rohwedder, L. (2022).
    Cardinality Constrained Scheduling in Online Models. In P. Berenbrink &#38; B.
    Monmege (Eds.), <i>39th International Symposium on Theoretical Aspects of Computer
    Science, STACS 2022, March 15-18, 2022, Marseille, France (Virtual Conference)</i>
    (Vol. 219, p. 28:1–28:15). Schloss Dagstuhl - Leibniz-Zentrum für Informatik.
    <a href="https://doi.org/10.4230/LIPIcs.STACS.2022.28">https://doi.org/10.4230/LIPIcs.STACS.2022.28</a>
  bibtex: '@inproceedings{Epstein_Lassota_Levin_Maack_Rohwedder_2022, series={LIPIcs},
    title={Cardinality Constrained Scheduling in Online Models}, volume={219}, DOI={<a
    href="https://doi.org/10.4230/LIPIcs.STACS.2022.28">10.4230/LIPIcs.STACS.2022.28</a>},
    booktitle={39th International Symposium on Theoretical Aspects of Computer Science,
    STACS 2022, March 15-18, 2022, Marseille, France (Virtual Conference)}, publisher={Schloss
    Dagstuhl - Leibniz-Zentrum für Informatik}, author={Epstein, Leah and Lassota,
    Alexandra and Levin, Asaf and Maack, Marten and Rohwedder, Lars}, editor={Berenbrink,
    Petra and Monmege, Benjamin}, year={2022}, pages={28:1–28:15}, collection={LIPIcs}
    }'
  chicago: Epstein, Leah, Alexandra Lassota, Asaf Levin, Marten Maack, and Lars Rohwedder.
    “Cardinality Constrained Scheduling in Online Models.” In <i>39th International
    Symposium on Theoretical Aspects of Computer Science, STACS 2022, March 15-18,
    2022, Marseille, France (Virtual Conference)</i>, edited by Petra Berenbrink and
    Benjamin Monmege, 219:28:1–28:15. LIPIcs. Schloss Dagstuhl - Leibniz-Zentrum für
    Informatik, 2022. <a href="https://doi.org/10.4230/LIPIcs.STACS.2022.28">https://doi.org/10.4230/LIPIcs.STACS.2022.28</a>.
  ieee: 'L. Epstein, A. Lassota, A. Levin, M. Maack, and L. Rohwedder, “Cardinality
    Constrained Scheduling in Online Models,” in <i>39th International Symposium on
    Theoretical Aspects of Computer Science, STACS 2022, March 15-18, 2022, Marseille,
    France (Virtual Conference)</i>, 2022, vol. 219, p. 28:1–28:15, doi: <a href="https://doi.org/10.4230/LIPIcs.STACS.2022.28">10.4230/LIPIcs.STACS.2022.28</a>.'
  mla: Epstein, Leah, et al. “Cardinality Constrained Scheduling in Online Models.”
    <i>39th International Symposium on Theoretical Aspects of Computer Science, STACS
    2022, March 15-18, 2022, Marseille, France (Virtual Conference)</i>, edited by
    Petra Berenbrink and Benjamin Monmege, vol. 219, Schloss Dagstuhl - Leibniz-Zentrum
    für Informatik, 2022, p. 28:1–28:15, doi:<a href="https://doi.org/10.4230/LIPIcs.STACS.2022.28">10.4230/LIPIcs.STACS.2022.28</a>.
  short: 'L. Epstein, A. Lassota, A. Levin, M. Maack, L. Rohwedder, in: P. Berenbrink,
    B. Monmege (Eds.), 39th International Symposium on Theoretical Aspects of Computer
    Science, STACS 2022, March 15-18, 2022, Marseille, France (Virtual Conference),
    Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022, p. 28:1–28:15.'
date_created: 2022-08-23T08:10:36Z
date_updated: 2022-11-08T16:34:32Z
department:
- _id: '63'
doi: 10.4230/LIPIcs.STACS.2022.28
editor:
- first_name: Petra
  full_name: Berenbrink, Petra
  last_name: Berenbrink
- first_name: Benjamin
  full_name: Monmege, Benjamin
  last_name: Monmege
intvolume: '       219'
language:
- iso: eng
page: 28:1–28:15
project:
- _id: '16'
  name: 'SFB 901 - C4: SFB 901 - Subproject C4'
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '4'
  name: 'SFB 901 - C: SFB 901 - Project Area C'
publication: 39th International Symposium on Theoretical Aspects of Computer Science,
  STACS 2022, March 15-18, 2022, Marseille, France (Virtual Conference)
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
series_title: LIPIcs
status: public
title: Cardinality Constrained Scheduling in Online Models
type: conference
user_id: '88252'
volume: 219
year: '2022'
...
---
_id: '33004'
author:
- first_name: Henning
  full_name: Wachsmuth, Henning
  id: '3900'
  last_name: Wachsmuth
- first_name: Milad
  full_name: Alshomary, Milad
  id: '73059'
  last_name: Alshomary
citation:
  ama: 'Wachsmuth H, Alshomary M. “Mama Always Had a Way of Explaining Things So I
    Could Understand”: A Dialogue Corpus for Learning How to Explain. In: <i>Proceedings
    of the 29th International Conference on Computational Linguistics</i>. ; 2022:344-354.'
  apa: 'Wachsmuth, H., &#38; Alshomary, M. (2022). “Mama Always Had a Way of Explaining
    Things So I Could Understand”: A Dialogue Corpus for Learning How to Explain.
    <i>Proceedings of the 29th International Conference on Computational Linguistics</i>,
    344–354.'
  bibtex: '@inproceedings{Wachsmuth_Alshomary_2022, title={“Mama Always Had a Way
    of Explaining Things So I Could Understand”: A Dialogue Corpus for Learning How
    to Explain}, booktitle={Proceedings of the 29th International Conference on Computational
    Linguistics}, author={Wachsmuth, Henning and Alshomary, Milad}, year={2022}, pages={344–354}
    }'
  chicago: 'Wachsmuth, Henning, and Milad Alshomary. “‘Mama Always Had a Way of Explaining
    Things So I Could Understand’: A Dialogue Corpus for Learning How to Explain.”
    In <i>Proceedings of the 29th International Conference on Computational Linguistics</i>,
    344–54, 2022.'
  ieee: 'H. Wachsmuth and M. Alshomary, “‘Mama Always Had a Way of Explaining Things
    So I Could Understand’: A Dialogue Corpus for Learning How to Explain,” in <i>Proceedings
    of the 29th International Conference on Computational Linguistics</i>, 2022, pp.
    344–354.'
  mla: 'Wachsmuth, Henning, and Milad Alshomary. “‘Mama Always Had a Way of Explaining
    Things So I Could Understand’: A Dialogue Corpus for Learning How to Explain.”
    <i>Proceedings of the 29th International Conference on Computational Linguistics</i>,
    2022, pp. 344–54.'
  short: 'H. Wachsmuth, M. Alshomary, in: Proceedings of the 29th International Conference
    on Computational Linguistics, 2022, pp. 344–354.'
date_created: 2022-08-18T10:00:46Z
date_updated: 2022-11-10T09:06:39Z
department:
- _id: '600'
language:
- iso: eng
page: 344 - 354
publication: Proceedings of the 29th International Conference on Computational Linguistics
status: public
title: '"Mama Always Had a Way of Explaining Things So I Could Understand": A Dialogue
  Corpus for Learning How to Explain'
type: conference
user_id: '82920'
year: '2022'
...
---
_id: '34049'
author:
- first_name: Anne
  full_name: Lauscher, Anne
  last_name: Lauscher
- first_name: Henning
  full_name: Wachsmuth, Henning
  id: '3900'
  last_name: Wachsmuth
- first_name: Iryna
  full_name: Gurevych, Iryna
  last_name: Gurevych
- first_name: Goran
  full_name: Glavaš, Goran
  last_name: Glavaš
citation:
  ama: Lauscher A, Wachsmuth H, Gurevych I, Glavaš G. On the Role of Knowledge in 
    Computational Argumentation. <i>Transactions of the Association for Computational
    Linguistics</i>. Published online 2022.
  apa: Lauscher, A., Wachsmuth, H., Gurevych, I., &#38; Glavaš, G. (2022). On the
    Role of Knowledge in  Computational Argumentation. <i>Transactions of the Association
    for Computational Linguistics</i>.
  bibtex: '@article{Lauscher_Wachsmuth_Gurevych_Glavaš_2022, title={On the Role of
    Knowledge in  Computational Argumentation}, journal={Transactions of the Association
    for Computational Linguistics}, author={Lauscher, Anne and Wachsmuth, Henning
    and Gurevych, Iryna and Glavaš, Goran}, year={2022} }'
  chicago: Lauscher, Anne, Henning Wachsmuth, Iryna Gurevych, and Goran Glavaš. “On
    the Role of Knowledge in  Computational Argumentation.” <i>Transactions of the
    Association for Computational Linguistics</i>, 2022.
  ieee: A. Lauscher, H. Wachsmuth, I. Gurevych, and G. Glavaš, “On the Role of Knowledge
    in  Computational Argumentation,” <i>Transactions of the Association for Computational
    Linguistics</i>, 2022.
  mla: Lauscher, Anne, et al. “On the Role of Knowledge in  Computational Argumentation.”
    <i>Transactions of the Association for Computational Linguistics</i>, 2022.
  short: A. Lauscher, H. Wachsmuth, I. Gurevych, G. Glavaš, Transactions of the Association
    for Computational Linguistics (2022).
date_created: 2022-11-10T08:39:38Z
date_updated: 2022-11-10T08:39:48Z
department:
- _id: '600'
language:
- iso: eng
publication: Transactions of the Association for Computational Linguistics
status: public
title: On the Role of Knowledge in  Computational Argumentation
type: journal_article
user_id: '82920'
year: '2022'
...
---
_id: '22157'
author:
- first_name: Johannes
  full_name: Kiesel, Johannes
  last_name: Kiesel
- first_name: Milad
  full_name: Alshomary, Milad
  id: '73059'
  last_name: Alshomary
- first_name: Nicolas
  full_name: Handke, Nicolas
  last_name: Handke
- first_name: Xiaoni
  full_name: Cai, Xiaoni
  last_name: Cai
- first_name: Henning
  full_name: Wachsmuth, Henning
  id: '3900'
  last_name: Wachsmuth
- first_name: Benno
  full_name: Stein, Benno
  last_name: Stein
citation:
  ama: 'Kiesel J, Alshomary M, Handke N, Cai X, Wachsmuth H, Stein B. Identifying
    the Human Values behind Arguments. In: <i>Proceedings of the 60th Annual Meeting
    of the Association for Computational Linguistics</i>. ; 2022:4459-4471.'
  apa: Kiesel, J., Alshomary, M., Handke, N., Cai, X., Wachsmuth, H., &#38; Stein,
    B. (2022). Identifying the Human Values behind Arguments. <i>Proceedings of the
    60th Annual Meeting of the Association for Computational Linguistics</i>, 4459–4471.
  bibtex: '@inproceedings{Kiesel_Alshomary_Handke_Cai_Wachsmuth_Stein_2022, title={Identifying
    the Human Values behind Arguments}, booktitle={Proceedings of the 60th Annual
    Meeting of the Association for Computational Linguistics}, author={Kiesel, Johannes
    and Alshomary, Milad and Handke, Nicolas and Cai, Xiaoni and Wachsmuth, Henning
    and Stein, Benno}, year={2022}, pages={4459–4471} }'
  chicago: Kiesel, Johannes, Milad Alshomary, Nicolas Handke, Xiaoni Cai, Henning
    Wachsmuth, and Benno Stein. “Identifying the Human Values behind Arguments.” In
    <i>Proceedings of the 60th Annual Meeting of the Association for Computational
    Linguistics</i>, 4459–71, 2022.
  ieee: J. Kiesel, M. Alshomary, N. Handke, X. Cai, H. Wachsmuth, and B. Stein, “Identifying
    the Human Values behind Arguments,” in <i>Proceedings of the 60th Annual Meeting
    of the Association for Computational Linguistics</i>, 2022, pp. 4459–4471.
  mla: Kiesel, Johannes, et al. “Identifying the Human Values behind Arguments.” <i>Proceedings
    of the 60th Annual Meeting of the Association for Computational Linguistics</i>,
    2022, pp. 4459–71.
  short: 'J. Kiesel, M. Alshomary, N. Handke, X. Cai, H. Wachsmuth, B. Stein, in:
    Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics,
    2022, pp. 4459–4471.'
date_created: 2021-05-11T23:15:42Z
date_updated: 2022-11-10T09:09:27Z
department:
- _id: '600'
language:
- iso: eng
page: 4459 - 4471
publication: Proceedings of the 60th Annual Meeting of the Association for Computational
  Linguistics
status: public
title: Identifying the Human Values behind Arguments
type: conference
user_id: '82920'
year: '2022'
...
---
_id: '34057'
author:
- first_name: Faruk
  full_name: Pasic, Faruk
  last_name: Pasic
- first_name: Matthias
  full_name: Becker, Matthias
  last_name: Becker
citation:
  ama: 'Pasic F, Becker M. Domain-specific Language for Condition Monitoring Software
    Development. In: <i>2022 IEEE 27th International Conference on Emerging Technologies
    and Factory Automation (ETFA)</i>. IEEE; 2022. doi:<a href="https://doi.org/10.1109/etfa52439.2022.9921730">10.1109/etfa52439.2022.9921730</a>'
  apa: Pasic, F., &#38; Becker, M. (2022). Domain-specific Language for Condition
    Monitoring Software Development. <i>2022 IEEE 27th International Conference on
    Emerging Technologies and Factory Automation (ETFA)</i>. <a href="https://doi.org/10.1109/etfa52439.2022.9921730">https://doi.org/10.1109/etfa52439.2022.9921730</a>
  bibtex: '@inproceedings{Pasic_Becker_2022, title={Domain-specific Language for Condition
    Monitoring Software Development}, DOI={<a href="https://doi.org/10.1109/etfa52439.2022.9921730">10.1109/etfa52439.2022.9921730</a>},
    booktitle={2022 IEEE 27th International Conference on Emerging Technologies and
    Factory Automation (ETFA)}, publisher={IEEE}, author={Pasic, Faruk and Becker,
    Matthias}, year={2022} }'
  chicago: Pasic, Faruk, and Matthias Becker. “Domain-Specific Language for Condition
    Monitoring Software Development.” In <i>2022 IEEE 27th International Conference
    on Emerging Technologies and Factory Automation (ETFA)</i>. IEEE, 2022. <a href="https://doi.org/10.1109/etfa52439.2022.9921730">https://doi.org/10.1109/etfa52439.2022.9921730</a>.
  ieee: 'F. Pasic and M. Becker, “Domain-specific Language for Condition Monitoring
    Software Development,” 2022, doi: <a href="https://doi.org/10.1109/etfa52439.2022.9921730">10.1109/etfa52439.2022.9921730</a>.'
  mla: Pasic, Faruk, and Matthias Becker. “Domain-Specific Language for Condition
    Monitoring Software Development.” <i>2022 IEEE 27th International Conference on
    Emerging Technologies and Factory Automation (ETFA)</i>, IEEE, 2022, doi:<a href="https://doi.org/10.1109/etfa52439.2022.9921730">10.1109/etfa52439.2022.9921730</a>.
  short: 'F. Pasic, M. Becker, in: 2022 IEEE 27th International Conference on Emerging
    Technologies and Factory Automation (ETFA), IEEE, 2022.'
date_created: 2022-11-10T14:30:16Z
date_updated: 2022-11-10T14:30:42Z
department:
- _id: '241'
- _id: '76'
doi: 10.1109/etfa52439.2022.9921730
publication: 2022 IEEE 27th International Conference on Emerging Technologies and
  Factory Automation (ETFA)
publication_status: published
publisher: IEEE
status: public
title: Domain-specific Language for Condition Monitoring Software Development
type: conference
user_id: '49576'
year: '2022'
...
---
_id: '34047'
abstract:
- lang: eng
  text: "News articles both shape and reflect public opinion across the political\r\nspectrum.
    Analyzing them for social bias can thus provide valuable insights,\r\nsuch as
    prevailing stereotypes in society and the media, which are often\r\nadopted by
    NLP models trained on respective data. Recent work has relied on\r\nword embedding
    bias measures, such as WEAT. However, several representation\r\nissues of embeddings
    can harm the measures' accuracy, including low-resource\r\nsettings and token
    frequency differences. In this work, we study what kind of\r\nembedding algorithm
    serves best to accurately measure types of social bias\r\nknown to exist in US
    online news articles. To cover the whole spectrum of\r\npolitical bias in the
    US, we collect 500k articles and review psychology\r\nliterature with respect
    to expected social bias. We then quantify social bias\r\nusing WEAT along with
    embedding algorithms that account for the aforementioned\r\nissues. We compare
    how models trained with the algorithms on news articles\r\nrepresent the expected
    social bias. Our results suggest that the standard way\r\nto quantify bias does
    not align well with knowledge from psychology. While the\r\nproposed algorithms
    reduce the~gap, they still do not fully match the\r\nliterature."
author:
- first_name: Maximilian
  full_name: Spliethöver, Maximilian
  last_name: Spliethöver
- first_name: Maximilian
  full_name: Keiff, Maximilian
  last_name: Keiff
- first_name: Henning
  full_name: Wachsmuth, Henning
  last_name: Wachsmuth
citation:
  ama: 'Spliethöver M, Keiff M, Wachsmuth H. No Word Embedding Model Is Perfect: Evaluating
    the Representation  Accuracy for Social Bias in the Media. In: <i>Proceedings
    of The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP
    2022)</i>. Association for Computational Linguistics; 2022.'
  apa: 'Spliethöver, M., Keiff, M., &#38; Wachsmuth, H. (2022). No Word Embedding
    Model Is Perfect: Evaluating the Representation  Accuracy for Social Bias in the
    Media. <i>Proceedings of The 2022 Conference on Empirical Methods in Natural Language
    Processing (EMNLP 2022)</i>. The 2022 Conference on Empirical Methods in Natural
    Language Processing (EMNLP 2022), Abu Dhabi.'
  bibtex: '@inproceedings{Spliethöver_Keiff_Wachsmuth_2022, title={No Word Embedding
    Model Is Perfect: Evaluating the Representation  Accuracy for Social Bias in the
    Media}, booktitle={Proceedings of The 2022 Conference on Empirical Methods in
    Natural Language Processing (EMNLP 2022)}, publisher={Association for Computational
    Linguistics}, author={Spliethöver, Maximilian and Keiff, Maximilian and Wachsmuth,
    Henning}, year={2022} }'
  chicago: 'Spliethöver, Maximilian, Maximilian Keiff, and Henning Wachsmuth. “No
    Word Embedding Model Is Perfect: Evaluating the Representation  Accuracy for Social
    Bias in the Media.” In <i>Proceedings of The 2022 Conference on Empirical Methods
    in Natural Language Processing (EMNLP 2022)</i>. Association for Computational
    Linguistics, 2022.'
  ieee: 'M. Spliethöver, M. Keiff, and H. Wachsmuth, “No Word Embedding Model Is Perfect:
    Evaluating the Representation  Accuracy for Social Bias in the Media,” presented
    at the The 2022 Conference on Empirical Methods in Natural Language Processing
    (EMNLP 2022), Abu Dhabi, 2022.'
  mla: 'Spliethöver, Maximilian, et al. “No Word Embedding Model Is Perfect: Evaluating
    the Representation  Accuracy for Social Bias in the Media.” <i>Proceedings of
    The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP
    2022)</i>, Association for Computational Linguistics, 2022.'
  short: 'M. Spliethöver, M. Keiff, H. Wachsmuth, in: Proceedings of The 2022 Conference
    on Empirical Methods in Natural Language Processing (EMNLP 2022), Association
    for Computational Linguistics, 2022.'
conference:
  end_date: 2022-12-11
  location: Abu Dhabi
  name: The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP
    2022)
  start_date: 2022-12-07
date_created: 2022-11-10T08:28:53Z
date_updated: 2022-11-11T12:49:47Z
department:
- _id: '600'
extern: '1'
external_id:
  arxiv:
  - '2211.03634'
language:
- iso: eng
publication: Proceedings of The 2022 Conference on Empirical Methods in Natural Language
  Processing (EMNLP 2022)
publisher: Association for Computational Linguistics
status: public
title: 'No Word Embedding Model Is Perfect: Evaluating the Representation  Accuracy
  for Social Bias in the Media'
type: conference
user_id: '84035'
year: '2022'
...
---
_id: '34077'
alternative_title:
- Extended Abstract
author:
- first_name: Alexander
  full_name: Bondarenko, Alexander
  last_name: Bondarenko
- first_name: Maik
  full_name: Fröbe, Maik
  last_name: Fröbe
- first_name: Johannes
  full_name: Kiesel, Johannes
  last_name: Kiesel
- first_name: Shahbaz
  full_name: Syed, Shahbaz
  last_name: Syed
- first_name: Timon
  full_name: Gurcke, Timon
  last_name: Gurcke
- first_name: Meriem
  full_name: Beloucif, Meriem
  last_name: Beloucif
- first_name: Alexander
  full_name: Panchenko, Alexander
  last_name: Panchenko
- first_name: Chris
  full_name: Biemann, Chris
  last_name: Biemann
- first_name: Benno
  full_name: Stein, Benno
  last_name: Stein
- first_name: Henning
  full_name: Wachsmuth, Henning
  last_name: Wachsmuth
- first_name: Martin
  full_name: Potthast, Martin
  last_name: Potthast
- first_name: Matthias
  full_name: Hagen, Matthias
  last_name: Hagen
citation:
  ama: 'Bondarenko A, Fröbe M, Kiesel J, et al. Overview of Touché 2022: Argument
    Retrieval. In: <i>Lecture Notes in Computer Science</i>. Springer International
    Publishing; 2022. doi:<a href="https://doi.org/10.1007/978-3-030-99739-7_43">10.1007/978-3-030-99739-7_43</a>'
  apa: 'Bondarenko, A., Fröbe, M., Kiesel, J., Syed, S., Gurcke, T., Beloucif, M.,
    Panchenko, A., Biemann, C., Stein, B., Wachsmuth, H., Potthast, M., &#38; Hagen,
    M. (2022). Overview of Touché 2022: Argument Retrieval. In <i>Lecture Notes in
    Computer Science</i>. Springer International Publishing. <a href="https://doi.org/10.1007/978-3-030-99739-7_43">https://doi.org/10.1007/978-3-030-99739-7_43</a>'
  bibtex: '@inbook{Bondarenko_Fröbe_Kiesel_Syed_Gurcke_Beloucif_Panchenko_Biemann_Stein_Wachsmuth_et
    al._2022, place={Cham}, title={Overview of Touché 2022: Argument Retrieval}, DOI={<a
    href="https://doi.org/10.1007/978-3-030-99739-7_43">10.1007/978-3-030-99739-7_43</a>},
    booktitle={Lecture Notes in Computer Science}, publisher={Springer International
    Publishing}, author={Bondarenko, Alexander and Fröbe, Maik and Kiesel, Johannes
    and Syed, Shahbaz and Gurcke, Timon and Beloucif, Meriem and Panchenko, Alexander
    and Biemann, Chris and Stein, Benno and Wachsmuth, Henning and et al.}, year={2022}
    }'
  chicago: 'Bondarenko, Alexander, Maik Fröbe, Johannes Kiesel, Shahbaz Syed, Timon
    Gurcke, Meriem Beloucif, Alexander Panchenko, et al. “Overview of Touché 2022:
    Argument Retrieval.” In <i>Lecture Notes in Computer Science</i>. Cham: Springer
    International Publishing, 2022. <a href="https://doi.org/10.1007/978-3-030-99739-7_43">https://doi.org/10.1007/978-3-030-99739-7_43</a>.'
  ieee: 'A. Bondarenko <i>et al.</i>, “Overview of Touché 2022: Argument Retrieval,”
    in <i>Lecture Notes in Computer Science</i>, Cham: Springer International Publishing,
    2022.'
  mla: 'Bondarenko, Alexander, et al. “Overview of Touché 2022: Argument Retrieval.”
    <i>Lecture Notes in Computer Science</i>, Springer International Publishing, 2022,
    doi:<a href="https://doi.org/10.1007/978-3-030-99739-7_43">10.1007/978-3-030-99739-7_43</a>.'
  short: 'A. Bondarenko, M. Fröbe, J. Kiesel, S. Syed, T. Gurcke, M. Beloucif, A.
    Panchenko, C. Biemann, B. Stein, H. Wachsmuth, M. Potthast, M. Hagen, in: Lecture
    Notes in Computer Science, Springer International Publishing, Cham, 2022.'
date_created: 2022-11-14T13:47:51Z
date_updated: 2022-11-14T13:48:38Z
department:
- _id: '600'
doi: 10.1007/978-3-030-99739-7_43
place: Cham
publication: Lecture Notes in Computer Science
publication_identifier:
  isbn:
  - '9783030997380'
  - '9783030997397'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer International Publishing
status: public
title: 'Overview of Touché 2022: Argument Retrieval'
type: book_chapter
user_id: '52174'
year: '2022'
...
---
_id: '32602'
author:
- first_name: Andreas
  full_name: Padalkin, Andreas
  id: '88238'
  last_name: Padalkin
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
- first_name: Daniel
  full_name: Warner, Daniel
  id: '3902'
  last_name: Warner
citation:
  ama: 'Padalkin A, Scheideler C, Warner D. The Structural Power of Reconfigurable
    Circuits in the Amoebot Model. In: Ouldridge TE, Wickham SFJ, eds. <i>28th International
    Conference on DNA Computing and Molecular Programming (DNA 28)</i>. Vol 238. Leibniz
    International Proceedings in Informatics (LIPIcs). Schloss Dagstuhl – Leibniz-Zentrum
    für Informatik; 2022:8:1–8:22. doi:<a href="https://doi.org/10.4230/LIPIcs.DNA.28.8">10.4230/LIPIcs.DNA.28.8</a>'
  apa: Padalkin, A., Scheideler, C., &#38; Warner, D. (2022). The Structural Power
    of Reconfigurable Circuits in the Amoebot Model. In T. E. Ouldridge &#38; S. F.
    J. Wickham (Eds.), <i>28th International Conference on DNA Computing and Molecular
    Programming (DNA 28)</i> (Vol. 238, p. 8:1–8:22). Schloss Dagstuhl – Leibniz-Zentrum
    für Informatik. <a href="https://doi.org/10.4230/LIPIcs.DNA.28.8">https://doi.org/10.4230/LIPIcs.DNA.28.8</a>
  bibtex: '@inproceedings{Padalkin_Scheideler_Warner_2022, place={Dagstuhl, Germany},
    series={Leibniz International Proceedings in Informatics (LIPIcs)}, title={The
    Structural Power of Reconfigurable Circuits in the Amoebot Model}, volume={238},
    DOI={<a href="https://doi.org/10.4230/LIPIcs.DNA.28.8">10.4230/LIPIcs.DNA.28.8</a>},
    booktitle={28th International Conference on DNA Computing and Molecular Programming
    (DNA 28)}, publisher={Schloss Dagstuhl – Leibniz-Zentrum für Informatik}, author={Padalkin,
    Andreas and Scheideler, Christian and Warner, Daniel}, editor={Ouldridge, Thomas
    E. and Wickham, Shelley F. J.}, year={2022}, pages={8:1–8:22}, collection={Leibniz
    International Proceedings in Informatics (LIPIcs)} }'
  chicago: 'Padalkin, Andreas, Christian Scheideler, and Daniel Warner. “The Structural
    Power of Reconfigurable Circuits in the Amoebot Model.” In <i>28th International
    Conference on DNA Computing and Molecular Programming (DNA 28)</i>, edited by
    Thomas E. Ouldridge and Shelley F. J. Wickham, 238:8:1–8:22. Leibniz International
    Proceedings in Informatics (LIPIcs). Dagstuhl, Germany: Schloss Dagstuhl – Leibniz-Zentrum
    für Informatik, 2022. <a href="https://doi.org/10.4230/LIPIcs.DNA.28.8">https://doi.org/10.4230/LIPIcs.DNA.28.8</a>.'
  ieee: 'A. Padalkin, C. Scheideler, and D. Warner, “The Structural Power of Reconfigurable
    Circuits in the Amoebot Model,” in <i>28th International Conference on DNA Computing
    and Molecular Programming (DNA 28)</i>, 2022, vol. 238, p. 8:1–8:22, doi: <a href="https://doi.org/10.4230/LIPIcs.DNA.28.8">10.4230/LIPIcs.DNA.28.8</a>.'
  mla: Padalkin, Andreas, et al. “The Structural Power of Reconfigurable Circuits
    in the Amoebot Model.” <i>28th International Conference on DNA Computing and Molecular
    Programming (DNA 28)</i>, edited by Thomas E. Ouldridge and Shelley F. J. Wickham,
    vol. 238, Schloss Dagstuhl – Leibniz-Zentrum für Informatik, 2022, p. 8:1–8:22,
    doi:<a href="https://doi.org/10.4230/LIPIcs.DNA.28.8">10.4230/LIPIcs.DNA.28.8</a>.
  short: 'A. Padalkin, C. Scheideler, D. Warner, in: T.E. Ouldridge, S.F.J. Wickham
    (Eds.), 28th International Conference on DNA Computing and Molecular Programming
    (DNA 28), Schloss Dagstuhl – Leibniz-Zentrum für Informatik, Dagstuhl, Germany,
    2022, p. 8:1–8:22.'
date_created: 2022-08-08T17:32:19Z
date_updated: 2022-11-17T14:18:24Z
department:
- _id: '79'
doi: 10.4230/LIPIcs.DNA.28.8
editor:
- first_name: Thomas E.
  full_name: Ouldridge, Thomas E.
  last_name: Ouldridge
- first_name: Shelley F. J.
  full_name: Wickham, Shelley F. J.
  last_name: Wickham
intvolume: '       238'
language:
- iso: eng
page: 8:1–8:22
place: Dagstuhl, Germany
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '2'
  name: 'SFB 901 - A: SFB 901 - Project Area A'
- _id: '4'
  name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '5'
  name: 'SFB 901 - A1: SFB 901 - Subproject A1'
- _id: '13'
  name: 'SFB 901 - C1: SFB 901 - Subproject C1'
publication: 28th International Conference on DNA Computing and Molecular Programming
  (DNA 28)
publication_identifier:
  isbn:
  - 978-3-95977-253-2
  issn:
  - 1868-8969
publisher: Schloss Dagstuhl – Leibniz-Zentrum für Informatik
series_title: Leibniz International Proceedings in Informatics (LIPIcs)
status: public
title: The Structural Power of Reconfigurable Circuits in the Amoebot Model
type: conference
user_id: '477'
volume: 238
year: '2022'
...
---
_id: '32603'
author:
- first_name: Irina
  full_name: Kostitsyna, Irina
  last_name: Kostitsyna
- first_name: Christian
  full_name: Scheideler, Christian
  id: '20792'
  last_name: Scheideler
- first_name: Daniel
  full_name: Warner, Daniel
  id: '3902'
  last_name: Warner
citation:
  ama: 'Kostitsyna I, Scheideler C, Warner D. Fault-Tolerant Shape Formation in the
    Amoebot Model. In: Ouldridge TE, Wickham SFJ, eds. <i>28th International Conference
    on DNA Computing and Molecular Programming (DNA 28)</i>. Vol 238. Leibniz International
    Proceedings in Informatics (LIPIcs). Schloss Dagstuhl – Leibniz-Zentrum für Informatik;
    2022:9:1–9:22. doi:<a href="https://doi.org/10.4230/LIPIcs.DNA.28.9">10.4230/LIPIcs.DNA.28.9</a>'
  apa: Kostitsyna, I., Scheideler, C., &#38; Warner, D. (2022). Fault-Tolerant Shape
    Formation in the Amoebot Model. In T. E. Ouldridge &#38; S. F. J. Wickham (Eds.),
    <i>28th International Conference on DNA Computing and Molecular Programming (DNA
    28)</i> (Vol. 238, p. 9:1–9:22). Schloss Dagstuhl – Leibniz-Zentrum für Informatik.
    <a href="https://doi.org/10.4230/LIPIcs.DNA.28.9">https://doi.org/10.4230/LIPIcs.DNA.28.9</a>
  bibtex: '@inproceedings{Kostitsyna_Scheideler_Warner_2022, place={Dagstuhl, Germany},
    series={Leibniz International Proceedings in Informatics (LIPIcs)}, title={Fault-Tolerant
    Shape Formation in the Amoebot Model}, volume={238}, DOI={<a href="https://doi.org/10.4230/LIPIcs.DNA.28.9">10.4230/LIPIcs.DNA.28.9</a>},
    booktitle={28th International Conference on DNA Computing and Molecular Programming
    (DNA 28)}, publisher={Schloss Dagstuhl – Leibniz-Zentrum für Informatik}, author={Kostitsyna,
    Irina and Scheideler, Christian and Warner, Daniel}, editor={Ouldridge, Thomas
    E. and Wickham, Shelley F. J.}, year={2022}, pages={9:1–9:22}, collection={Leibniz
    International Proceedings in Informatics (LIPIcs)} }'
  chicago: 'Kostitsyna, Irina, Christian Scheideler, and Daniel Warner. “Fault-Tolerant
    Shape Formation in the Amoebot Model.” In <i>28th International Conference on
    DNA Computing and Molecular Programming (DNA 28)</i>, edited by Thomas E. Ouldridge
    and Shelley F. J. Wickham, 238:9:1–9:22. Leibniz International Proceedings in
    Informatics (LIPIcs). Dagstuhl, Germany: Schloss Dagstuhl – Leibniz-Zentrum für
    Informatik, 2022. <a href="https://doi.org/10.4230/LIPIcs.DNA.28.9">https://doi.org/10.4230/LIPIcs.DNA.28.9</a>.'
  ieee: 'I. Kostitsyna, C. Scheideler, and D. Warner, “Fault-Tolerant Shape Formation
    in the Amoebot Model,” in <i>28th International Conference on DNA Computing and
    Molecular Programming (DNA 28)</i>, 2022, vol. 238, p. 9:1–9:22, doi: <a href="https://doi.org/10.4230/LIPIcs.DNA.28.9">10.4230/LIPIcs.DNA.28.9</a>.'
  mla: Kostitsyna, Irina, et al. “Fault-Tolerant Shape Formation in the Amoebot Model.”
    <i>28th International Conference on DNA Computing and Molecular Programming (DNA
    28)</i>, edited by Thomas E. Ouldridge and Shelley F. J. Wickham, vol. 238, Schloss
    Dagstuhl – Leibniz-Zentrum für Informatik, 2022, p. 9:1–9:22, doi:<a href="https://doi.org/10.4230/LIPIcs.DNA.28.9">10.4230/LIPIcs.DNA.28.9</a>.
  short: 'I. Kostitsyna, C. Scheideler, D. Warner, in: T.E. Ouldridge, S.F.J. Wickham
    (Eds.), 28th International Conference on DNA Computing and Molecular Programming
    (DNA 28), Schloss Dagstuhl – Leibniz-Zentrum für Informatik, Dagstuhl, Germany,
    2022, p. 9:1–9:22.'
date_created: 2022-08-08T17:42:43Z
date_updated: 2022-11-17T14:17:09Z
department:
- _id: '79'
doi: 10.4230/LIPIcs.DNA.28.9
editor:
- first_name: Thomas E.
  full_name: Ouldridge, Thomas E.
  last_name: Ouldridge
- first_name: Shelley F. J.
  full_name: Wickham, Shelley F. J.
  last_name: Wickham
intvolume: '       238'
language:
- iso: eng
page: 9:1–9:22
place: Dagstuhl, Germany
project:
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '4'
  name: 'SFB 901 - C: SFB 901 - Project Area C'
- _id: '13'
  name: 'SFB 901 - C1: SFB 901 - Subproject C1'
publication: 28th International Conference on DNA Computing and Molecular Programming
  (DNA 28)
publication_identifier:
  isbn:
  - 978-3-95977-253-2
  issn:
  - 1868-8969
publisher: Schloss Dagstuhl – Leibniz-Zentrum für Informatik
series_title: Leibniz International Proceedings in Informatics (LIPIcs)
status: public
title: Fault-Tolerant Shape Formation in the Amoebot Model
type: conference
user_id: '477'
volume: 238
year: '2022'
...
---
_id: '32811'
abstract:
- lang: eng
  text: 'The decentralized nature of multi-agent systems requires continuous data
    exchange to achieve global objectives. In such scenarios, Age of Information (AoI)
    has become an important metric of the freshness of exchanged data due to the error-proneness
    and delays of communication systems. Communication systems usually possess dependencies:
    the process describing the success or failure of communication is highly correlated
    when these attempts are ``close'''' in some domain (e.g. in time, frequency, space
    or code as in wireless communication) and is, in general, non-stationary. To study
    AoI in such scenarios, we consider an abstract event-based AoI process $\Delta(n)$,
    expressing time since the last update: If, at time $n$, a monitoring node receives
    a status update from a source node (event $A(n-1)$ occurs), then $\Delta(n)$ is
    reset to one; otherwise, $\Delta(n)$ grows linearly in time. This AoI process
    can thus be viewed as a special random walk with resets. The event process $A(n)$
    may be nonstationary and we merely assume that its temporal dependencies decay
    sufficiently, described by $\alpha$-mixing. We calculate moment bounds for the
    resulting AoI process as a function of the mixing rate of $A(n)$. Furthermore,
    we prove that the AoI process $\Delta(n)$ is itself $\alpha$-mixing from which
    we conclude a strong law of large numbers for $\Delta(n)$. These results are new,
    since AoI processes have not been studied so far in this general strongly mixing
    setting. This opens up future work on renewal processes with non-independent interarrival
    times.'
author:
- first_name: Adrian
  full_name: Redder, Adrian
  id: '52265'
  last_name: Redder
  orcid: https://orcid.org/0000-0001-7391-4688
- first_name: Arunselvan
  full_name: Ramaswamy, Arunselvan
  id: '66937'
  last_name: Ramaswamy
  orcid: https://orcid.org/ 0000-0001-7547-8111
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Redder A, Ramaswamy A, Karl H. Age of Information Process under Strongly Mixing
    Communication -- Moment Bound, Mixing Rate and Strong Law. In: <i>Proceedings
    of the 58th Allerton Conference on Communication, Control, and Computing</i>.
    ; 2022.'
  apa: Redder, A., Ramaswamy, A., &#38; Karl, H. (2022). Age of Information Process
    under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law.
    <i>Proceedings of the 58th Allerton Conference on Communication, Control, and
    Computing</i>. 58th Allerton Conference on Communication, Control, and Computing.
  bibtex: '@inproceedings{Redder_Ramaswamy_Karl_2022, title={Age of Information Process
    under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law},
    booktitle={Proceedings of the 58th Allerton Conference on Communication, Control,
    and Computing}, author={Redder, Adrian and Ramaswamy, Arunselvan and Karl, Holger},
    year={2022} }'
  chicago: Redder, Adrian, Arunselvan Ramaswamy, and Holger Karl. “Age of Information
    Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong
    Law.” In <i>Proceedings of the 58th Allerton Conference on Communication, Control,
    and Computing</i>, 2022.
  ieee: A. Redder, A. Ramaswamy, and H. Karl, “Age of Information Process under Strongly
    Mixing Communication -- Moment Bound, Mixing Rate and Strong Law,” presented at
    the 58th Allerton Conference on Communication, Control, and Computing, 2022.
  mla: Redder, Adrian, et al. “Age of Information Process under Strongly Mixing Communication
    -- Moment Bound, Mixing Rate and Strong Law.” <i>Proceedings of the 58th Allerton
    Conference on Communication, Control, and Computing</i>, 2022.
  short: 'A. Redder, A. Ramaswamy, H. Karl, in: Proceedings of the 58th Allerton Conference
    on Communication, Control, and Computing, 2022.'
conference:
  name: 58th Allerton Conference on Communication, Control, and Computing
date_created: 2022-08-15T09:59:17Z
date_updated: 2022-11-18T09:31:19Z
ddc:
- '000'
department:
- _id: '75'
has_accepted_license: '1'
language:
- iso: eng
project:
- _id: '16'
  name: 'SFB 901 - C4: SFB 901 - Subproject C4'
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '4'
  name: 'SFB 901 - C: SFB 901 - Project Area C'
publication: Proceedings of the 58th Allerton Conference on Communication, Control,
  and Computing
status: public
title: Age of Information Process under Strongly Mixing Communication -- Moment Bound,
  Mixing Rate and Strong Law
type: conference
user_id: '477'
year: '2022'
...
---
_id: '30793'
author:
- first_name: Adrian
  full_name: Redder, Adrian
  id: '52265'
  last_name: Redder
  orcid: https://orcid.org/0000-0001-7391-4688
- first_name: Arunselvan
  full_name: Ramaswamy, Arunselvan
  id: '66937'
  last_name: Ramaswamy
  orcid: https://orcid.org/ 0000-0001-7547-8111
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: 'Redder A, Ramaswamy A, Karl H. Multi-agent Policy Gradient Algorithms for
    Cyber-physical Systems with Lossy Communication. In: <i>Proceedings of the 14th
    International Conference on Agents and Artificial Intelligence</i>. SCITEPRESS
    - Science and Technology Publications; 2022. doi:<a href="https://doi.org/10.5220/0010845400003116">10.5220/0010845400003116</a>'
  apa: Redder, A., Ramaswamy, A., &#38; Karl, H. (2022). Multi-agent Policy Gradient
    Algorithms for Cyber-physical Systems with Lossy Communication. <i>Proceedings
    of the 14th International Conference on Agents and Artificial Intelligence</i>.
    <a href="https://doi.org/10.5220/0010845400003116">https://doi.org/10.5220/0010845400003116</a>
  bibtex: '@inproceedings{Redder_Ramaswamy_Karl_2022, title={Multi-agent Policy Gradient
    Algorithms for Cyber-physical Systems with Lossy Communication}, DOI={<a href="https://doi.org/10.5220/0010845400003116">10.5220/0010845400003116</a>},
    booktitle={Proceedings of the 14th International Conference on Agents and Artificial
    Intelligence}, publisher={SCITEPRESS - Science and Technology Publications}, author={Redder,
    Adrian and Ramaswamy, Arunselvan and Karl, Holger}, year={2022} }'
  chicago: Redder, Adrian, Arunselvan Ramaswamy, and Holger Karl. “Multi-Agent Policy
    Gradient Algorithms for Cyber-Physical Systems with Lossy Communication.” In <i>Proceedings
    of the 14th International Conference on Agents and Artificial Intelligence</i>.
    SCITEPRESS - Science and Technology Publications, 2022. <a href="https://doi.org/10.5220/0010845400003116">https://doi.org/10.5220/0010845400003116</a>.
  ieee: 'A. Redder, A. Ramaswamy, and H. Karl, “Multi-agent Policy Gradient Algorithms
    for Cyber-physical Systems with Lossy Communication,” 2022, doi: <a href="https://doi.org/10.5220/0010845400003116">10.5220/0010845400003116</a>.'
  mla: Redder, Adrian, et al. “Multi-Agent Policy Gradient Algorithms for Cyber-Physical
    Systems with Lossy Communication.” <i>Proceedings of the 14th International Conference
    on Agents and Artificial Intelligence</i>, SCITEPRESS - Science and Technology
    Publications, 2022, doi:<a href="https://doi.org/10.5220/0010845400003116">10.5220/0010845400003116</a>.
  short: 'A. Redder, A. Ramaswamy, H. Karl, in: Proceedings of the 14th International
    Conference on Agents and Artificial Intelligence, SCITEPRESS - Science and Technology
    Publications, 2022.'
date_created: 2022-04-06T07:18:36Z
date_updated: 2022-11-18T09:32:14Z
ddc:
- '006'
department:
- _id: '75'
doi: 10.5220/0010845400003116
file:
- access_level: closed
  content_type: application/pdf
  creator: aredder
  date_created: 2022-08-31T07:10:13Z
  date_updated: 2022-08-31T07:10:13Z
  file_id: '33237'
  file_name: ICCART2022.pdf
  file_size: 298926
  relation: main_file
  success: 1
file_date_updated: 2022-08-31T07:10:13Z
has_accepted_license: '1'
language:
- iso: eng
project:
- _id: '16'
  name: 'SFB 901 - C4: SFB 901 - Subproject C4'
- _id: '24'
  name: 'NICCI-CN: Netzgewahre Regelung & regelungsgewahre Netze'
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '4'
  name: 'SFB 901 - C: SFB 901 - Project Area C'
publication: Proceedings of the 14th International Conference on Agents and Artificial
  Intelligence
publication_status: published
publisher: SCITEPRESS - Science and Technology Publications
status: public
title: Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy
  Communication
type: conference
user_id: '477'
year: '2022'
...
---
_id: '30790'
abstract:
- lang: eng
  text: "Iterative distributed optimization algorithms involve multiple agents that\r\ncommunicate
    with each other, over time, in order to minimize/maximize a global\r\nobjective.
    In the presence of unreliable communication networks, the\r\nAge-of-Information
    (AoI), which measures the freshness of data received, may be\r\nlarge and hence
    hinder algorithmic convergence. In this paper, we study the\r\nconvergence of
    general distributed gradient-based optimization algorithms in\r\nthe presence
    of communication that neither happens periodically nor at\r\nstochastically independent
    points in time. We show that convergence is\r\nguaranteed provided the random
    variables associated with the AoI processes are\r\nstochastically dominated by
    a random variable with finite first moment. This\r\nimproves on previous requirements
    of boundedness of more than the first moment.\r\nWe then introduce stochastically
    strongly connected (SSC) networks, a new\r\nstochastic form of strong connectedness
    for time-varying networks. We show: If\r\nfor any $p \\ge0$ the processes that
    describe the success of communication\r\nbetween agents in a SSC network are $\\alpha$-mixing
    with $n^{p-1}\\alpha(n)$\r\nsummable, then the associated AoI processes are stochastically
    dominated by a\r\nrandom variable with finite $p$-th moment. In combination with
    our first\r\ncontribution, this implies that distributed stochastic gradient descend\r\nconverges
    in the presence of AoI, if $\\alpha(n)$ is summable."
author:
- first_name: Adrian
  full_name: Redder, Adrian
  id: '52265'
  last_name: Redder
  orcid: https://orcid.org/0000-0001-7391-4688
- first_name: Arunselvan
  full_name: Ramaswamy, Arunselvan
  id: '66937'
  last_name: Ramaswamy
  orcid: https://orcid.org/ 0000-0001-7547-8111
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: Redder A, Ramaswamy A, Karl H. Distributed gradient-based optimization in the
    presence of dependent  aperiodic communication. <i>arXiv:220111343</i>. Published
    online 2022.
  apa: Redder, A., Ramaswamy, A., &#38; Karl, H. (2022). Distributed gradient-based
    optimization in the presence of dependent  aperiodic communication. In <i>arXiv:2201.11343</i>.
  bibtex: '@article{Redder_Ramaswamy_Karl_2022, title={Distributed gradient-based
    optimization in the presence of dependent  aperiodic communication}, journal={arXiv:2201.11343},
    author={Redder, Adrian and Ramaswamy, Arunselvan and Karl, Holger}, year={2022}
    }'
  chicago: Redder, Adrian, Arunselvan Ramaswamy, and Holger Karl. “Distributed Gradient-Based
    Optimization in the Presence of Dependent  Aperiodic Communication.” <i>ArXiv:2201.11343</i>,
    2022.
  ieee: A. Redder, A. Ramaswamy, and H. Karl, “Distributed gradient-based optimization
    in the presence of dependent  aperiodic communication,” <i>arXiv:2201.11343</i>.
    2022.
  mla: Redder, Adrian, et al. “Distributed Gradient-Based Optimization in the Presence
    of Dependent  Aperiodic Communication.” <i>ArXiv:2201.11343</i>, 2022.
  short: A. Redder, A. Ramaswamy, H. Karl, ArXiv:2201.11343 (2022).
date_created: 2022-04-06T06:53:38Z
date_updated: 2022-11-18T09:33:01Z
department:
- _id: '75'
external_id:
  arxiv:
  - '2201.11343'
language:
- iso: eng
project:
- _id: '16'
  name: 'SFB 901 - C4: SFB 901 - Subproject C4'
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '4'
  name: 'SFB 901 - C: SFB 901 - Project Area C'
publication: arXiv:2201.11343
status: public
title: Distributed gradient-based optimization in the presence of dependent  aperiodic
  communication
type: preprint
user_id: '477'
year: '2022'
...
---
_id: '32855'
author:
- first_name: Lennart
  full_name: Clausing, Lennart
  id: '74287'
  last_name: Clausing
  orcid: 0000-0003-3789-6034
- first_name: Marco
  full_name: Platzner, Marco
  id: '398'
  last_name: Platzner
citation:
  ama: 'Clausing L, Platzner M. ReconOS64: A Hardware Operating System for Modern
    Platform FPGAs with 64-Bit Support. In: <i>2022 IEEE International Parallel and
    Distributed Processing Symposium Workshops (IPDPSW)</i>. IEEE; 2022:120-127. doi:<a
    href="https://doi.org/10.1109/ipdpsw55747.2022.00029">10.1109/ipdpsw55747.2022.00029</a>'
  apa: 'Clausing, L., &#38; Platzner, M. (2022). ReconOS64: A Hardware Operating System
    for Modern Platform FPGAs with 64-Bit Support. <i>2022 IEEE International Parallel
    and Distributed Processing Symposium Workshops (IPDPSW)</i>, 120–127. <a href="https://doi.org/10.1109/ipdpsw55747.2022.00029">https://doi.org/10.1109/ipdpsw55747.2022.00029</a>'
  bibtex: '@inproceedings{Clausing_Platzner_2022, title={ReconOS64: A Hardware Operating
    System for Modern Platform FPGAs with 64-Bit Support}, DOI={<a href="https://doi.org/10.1109/ipdpsw55747.2022.00029">10.1109/ipdpsw55747.2022.00029</a>},
    booktitle={2022 IEEE International Parallel and Distributed Processing Symposium
    Workshops (IPDPSW)}, publisher={IEEE}, author={Clausing, Lennart and Platzner,
    Marco}, year={2022}, pages={120–127} }'
  chicago: 'Clausing, Lennart, and Marco Platzner. “ReconOS64: A Hardware Operating
    System for Modern Platform FPGAs with 64-Bit Support.” In <i>2022 IEEE International
    Parallel and Distributed Processing Symposium Workshops (IPDPSW)</i>, 120–27.
    IEEE, 2022. <a href="https://doi.org/10.1109/ipdpsw55747.2022.00029">https://doi.org/10.1109/ipdpsw55747.2022.00029</a>.'
  ieee: 'L. Clausing and M. Platzner, “ReconOS64: A Hardware Operating System for
    Modern Platform FPGAs with 64-Bit Support,” in <i>2022 IEEE International Parallel
    and Distributed Processing Symposium Workshops (IPDPSW)</i>,  Lyon, France, 2022,
    pp. 120–127, doi: <a href="https://doi.org/10.1109/ipdpsw55747.2022.00029">10.1109/ipdpsw55747.2022.00029</a>.'
  mla: 'Clausing, Lennart, and Marco Platzner. “ReconOS64: A Hardware Operating System
    for Modern Platform FPGAs with 64-Bit Support.” <i>2022 IEEE International Parallel
    and Distributed Processing Symposium Workshops (IPDPSW)</i>, IEEE, 2022, pp. 120–27,
    doi:<a href="https://doi.org/10.1109/ipdpsw55747.2022.00029">10.1109/ipdpsw55747.2022.00029</a>.'
  short: 'L. Clausing, M. Platzner, in: 2022 IEEE International Parallel and Distributed
    Processing Symposium Workshops (IPDPSW), IEEE, 2022, pp. 120–127.'
conference:
  end_date: 2022-06-03
  location: ' Lyon, France'
  name: 2022 IEEE International Parallel and Distributed Processing Symposium Workshops
    (IPDPSW)
  start_date: 2022-05-30
date_created: 2022-08-16T09:58:34Z
date_updated: 2022-11-18T09:36:00Z
department:
- _id: '78'
doi: 10.1109/ipdpsw55747.2022.00029
language:
- iso: eng
page: 120-127
project:
- _id: '83'
  name: 'SFB 901 - T1: SFB 901 -Subproject T1'
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '82'
  name: 'SFB 901 - T: SFB 901 - Project Area T'
publication: 2022 IEEE International Parallel and Distributed Processing Symposium
  Workshops (IPDPSW)
publication_identifier:
  eisbn:
  - 978-1-6654-9747-3
publication_status: published
publisher: IEEE
status: public
title: 'ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit
  Support'
type: conference
user_id: '477'
year: '2022'
...
---
_id: '30791'
abstract:
- lang: eng
  text: "We present sufficient conditions that ensure convergence of the multi-agent\r\nDeep
    Deterministic Policy Gradient (DDPG) algorithm. It is an example of one of\r\nthe
    most popular paradigms of Deep Reinforcement Learning (DeepRL) for tackling\r\ncontinuous
    action spaces: the actor-critic paradigm. In the setting considered\r\nherein,
    each agent observes a part of the global state space in order to take\r\nlocal
    actions, for which it receives local rewards. For every agent, DDPG\r\ntrains
    a local actor (policy) and a local critic (Q-function). The analysis\r\nshows
    that multi-agent DDPG using neural networks to approximate the local\r\npolicies
    and critics converge to limits with the following properties: The\r\ncritic limits
    minimize the average squared Bellman loss; the actor limits\r\nparameterize a
    policy that maximizes the local critic's approximation of\r\n$Q_i^*$, where $i$
    is the agent index. The averaging is with respect to a\r\nprobability distribution
    over the global state-action space. It captures the\r\nasymptotics of all local
    training processes. Finally, we extend the analysis to\r\na fully decentralized
    setting where agents communicate over a wireless network\r\nprone to delays and
    losses; a typical scenario in, e.g., robotic applications."
author:
- first_name: Adrian
  full_name: Redder, Adrian
  id: '52265'
  last_name: Redder
  orcid: https://orcid.org/0000-0001-7391-4688
- first_name: Arunselvan
  full_name: Ramaswamy, Arunselvan
  id: '66937'
  last_name: Ramaswamy
  orcid: https://orcid.org/ 0000-0001-7547-8111
- first_name: Holger
  full_name: Karl, Holger
  id: '126'
  last_name: Karl
citation:
  ama: Redder A, Ramaswamy A, Karl H. Asymptotic Convergence of Deep Multi-Agent Actor-Critic
    Algorithms. <i>arXiv:220100570</i>. Published online 2022.
  apa: Redder, A., Ramaswamy, A., &#38; Karl, H. (2022). Asymptotic Convergence of
    Deep Multi-Agent Actor-Critic Algorithms. In <i>arXiv:2201.00570</i>.
  bibtex: '@article{Redder_Ramaswamy_Karl_2022, title={Asymptotic Convergence of Deep
    Multi-Agent Actor-Critic Algorithms}, journal={arXiv:2201.00570}, author={Redder,
    Adrian and Ramaswamy, Arunselvan and Karl, Holger}, year={2022} }'
  chicago: Redder, Adrian, Arunselvan Ramaswamy, and Holger Karl. “Asymptotic Convergence
    of Deep Multi-Agent Actor-Critic Algorithms.” <i>ArXiv:2201.00570</i>, 2022.
  ieee: A. Redder, A. Ramaswamy, and H. Karl, “Asymptotic Convergence of Deep Multi-Agent
    Actor-Critic Algorithms,” <i>arXiv:2201.00570</i>. 2022.
  mla: Redder, Adrian, et al. “Asymptotic Convergence of Deep Multi-Agent Actor-Critic
    Algorithms.” <i>ArXiv:2201.00570</i>, 2022.
  short: A. Redder, A. Ramaswamy, H. Karl, ArXiv:2201.00570 (2022).
date_created: 2022-04-06T06:53:52Z
date_updated: 2022-11-18T09:33:42Z
department:
- _id: '75'
external_id:
  arxiv:
  - '2201.00570'
language:
- iso: eng
project:
- _id: '16'
  name: 'SFB 901 - C4: SFB 901 - Subproject C4'
- _id: '1'
  name: 'SFB 901: SFB 901'
- _id: '4'
  name: 'SFB 901 - C: SFB 901 - Project Area C'
publication: arXiv:2201.00570
status: public
title: Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms
type: preprint
user_id: '477'
year: '2022'
...
