---
_id: '49516'
abstract:
- lang: eng
  text: <jats:p>In this article, we present RISE—a <jats:bold>R</jats:bold>obotics
    <jats:bold>I</jats:bold>ntegration and <jats:bold>S</jats:bold>cenario-Management
    <jats:bold>E</jats:bold>xtensible-Architecture—for designing human–robot dialogs
    and conducting <jats:italic>Human–Robot Interaction</jats:italic> (HRI) studies.
    In current HRI research, interdisciplinarity in the creation and implementation
    of interaction studies is becoming increasingly important. In addition, there
    is a lack of reproducibility of the research results. With the presented open-source
    architecture, we aim to address these two topics. Therefore, we discuss the advantages
    and disadvantages of various existing tools from different sub-fields within robotics.
    Requirements for an architecture can be derived from this overview of the literature,
    which 1) supports interdisciplinary research, 2) allows reproducibility of the
    research, and 3) is accessible to other researchers in the field of HRI. With
    our architecture, we tackle these requirements by providing a <jats:italic>Graphical
    User Interface</jats:italic> which explains the robot behavior and allows introspection
    into the current state of the dialog. Additionally, it offers controlling possibilities
    to easily conduct <jats:italic>Wizard of Oz</jats:italic> studies. To achieve
    transparency, the dialog is modeled explicitly, and the robot behavior can be
    configured. Furthermore, the modular architecture offers an interface for external
    features and sensors and is expandable to new robots and modalities.</jats:p>
article_type: original
author:
- first_name: André
  full_name: Groß, André
  last_name: Groß
- first_name: Christian
  full_name: Schütze, Christian
  last_name: Schütze
- first_name: Mara
  full_name: Brandt, Mara
  last_name: Brandt
- first_name: Britta
  full_name: Wrede, Britta
  last_name: Wrede
- first_name: Birte
  full_name: Richter, Birte
  last_name: Richter
citation:
  ama: 'Groß A, Schütze C, Brandt M, Wrede B, Richter B. RISE: an open-source architecture
    for interdisciplinary and reproducible human–robot interaction research. <i>Frontiers
    in Robotics and AI</i>. 2023;10. doi:<a href="https://doi.org/10.3389/frobt.2023.1245501">10.3389/frobt.2023.1245501</a>'
  apa: 'Groß, A., Schütze, C., Brandt, M., Wrede, B., &#38; Richter, B. (2023). RISE:
    an open-source architecture for interdisciplinary and reproducible human–robot
    interaction research. <i>Frontiers in Robotics and AI</i>, <i>10</i>. <a href="https://doi.org/10.3389/frobt.2023.1245501">https://doi.org/10.3389/frobt.2023.1245501</a>'
  bibtex: '@article{Groß_Schütze_Brandt_Wrede_Richter_2023, title={RISE: an open-source
    architecture for interdisciplinary and reproducible human–robot interaction research},
    volume={10}, DOI={<a href="https://doi.org/10.3389/frobt.2023.1245501">10.3389/frobt.2023.1245501</a>},
    journal={Frontiers in Robotics and AI}, publisher={Frontiers Media SA}, author={Groß,
    André and Schütze, Christian and Brandt, Mara and Wrede, Britta and Richter, Birte},
    year={2023} }'
  chicago: 'Groß, André, Christian Schütze, Mara Brandt, Britta Wrede, and Birte Richter.
    “RISE: An Open-Source Architecture for Interdisciplinary and Reproducible Human–Robot
    Interaction Research.” <i>Frontiers in Robotics and AI</i> 10 (2023). <a href="https://doi.org/10.3389/frobt.2023.1245501">https://doi.org/10.3389/frobt.2023.1245501</a>.'
  ieee: 'A. Groß, C. Schütze, M. Brandt, B. Wrede, and B. Richter, “RISE: an open-source
    architecture for interdisciplinary and reproducible human–robot interaction research,”
    <i>Frontiers in Robotics and AI</i>, vol. 10, 2023, doi: <a href="https://doi.org/10.3389/frobt.2023.1245501">10.3389/frobt.2023.1245501</a>.'
  mla: 'Groß, André, et al. “RISE: An Open-Source Architecture for Interdisciplinary
    and Reproducible Human–Robot Interaction Research.” <i>Frontiers in Robotics and
    AI</i>, vol. 10, Frontiers Media SA, 2023, doi:<a href="https://doi.org/10.3389/frobt.2023.1245501">10.3389/frobt.2023.1245501</a>.'
  short: A. Groß, C. Schütze, M. Brandt, B. Wrede, B. Richter, Frontiers in Robotics
    and AI 10 (2023).
date_created: 2023-12-07T09:17:09Z
date_updated: 2023-12-07T12:09:41Z
ddc:
- '000'
doi: 10.3389/frobt.2023.1245501
file:
- access_level: closed
  content_type: application/pdf
  creator: angross
  date_created: 2023-12-07T09:18:55Z
  date_updated: 2023-12-07T09:18:55Z
  file_id: '49517'
  file_name: frobt-10-1245501.pdf
  file_size: 40679118
  relation: main_file
  success: 1
file_date_updated: 2023-12-07T09:18:55Z
has_accepted_license: '1'
intvolume: '        10'
keyword:
- Artificial Intelligence
- Computer Science Applications
language:
- iso: eng
project:
- _id: '109'
  grant_number: '438445824'
  name: 'TRR 318: TRR 318 - Erklärbarkeit konstruieren'
- _id: '113'
  name: 'TRR 318 - A3: TRR 318 - Subproject A3'
- _id: '115'
  grant_number: '438445824'
  name: 'TRR 318 - A05: TRR 318 - Echtzeitmessung der Aufmerksamkeit im Mensch-Roboter-Erklärdialog
    (Teilprojekt A05)'
publication: Frontiers in Robotics and AI
publication_identifier:
  issn:
  - 2296-9144
publication_status: published
publisher: Frontiers Media SA
status: public
title: 'RISE: an open-source architecture for interdisciplinary and reproducible human–robot
  interaction research'
type: journal_article
user_id: '93405'
volume: 10
year: '2023'
...
---
_id: '48678'
abstract:
- lang: eng
  text: <jats:p>Explanation has been identified as an important capability for AI-based
    systems, but research on systematic strategies for achieving understanding in
    interaction with such systems is still sparse. Negation is a linguistic strategy
    that is often used in explanations. It creates a contrast space between the affirmed
    and the negated item that enriches explaining processes with additional contextual
    information. While negation in human speech has been shown to lead to higher processing
    costs and worse task performance in terms of recall or action execution when used
    in isolation, it can decrease processing costs when used in context. So far, it
    has not been considered as a guiding strategy for explanations in human-robot
    interaction. We conducted an empirical study to investigate the use of negation
    as a guiding strategy in explanatory human-robot dialogue, in which a virtual
    robot explains tasks and possible actions to a human explainee to solve them in
    terms of gestures on a touchscreen. Our results show that negation vs. affirmation
    1) increases processing costs measured as reaction time and 2) increases several
    aspects of task performance. While there was no significant effect of negation
    on the number of initially correctly executed gestures, we found a significantly
    lower number of attempts—measured as breaks in the finger movement data before
    the correct gesture was carried out—when being instructed through a negation.
    We further found that the gestures significantly resembled the presented prototype
    gesture more following an instruction with a negation as opposed to an affirmation.
    Also, the participants rated the benefit of contrastive vs. affirmative explanations
    significantly higher. Repeating the instructions decreased the effects of negation,
    yielding similar processing costs and task performance measures for negation and
    affirmation after several iterations. We discuss our results with respect to possible
    effects of negation on linguistic processing of explanations and limitations of
    our study.</jats:p>
author:
- first_name: André
  full_name: Groß, André
  last_name: Groß
- first_name: Amit
  full_name: Singh, Amit
  last_name: Singh
- first_name: Ngoc Chi
  full_name: Banh, Ngoc Chi
  last_name: Banh
- first_name: Birte
  full_name: Richter, Birte
  last_name: Richter
- first_name: Ingrid
  full_name: Scharlau, Ingrid
  last_name: Scharlau
- first_name: Katharina J.
  full_name: Rohlfing, Katharina J.
  last_name: Rohlfing
- first_name: Britta
  full_name: Wrede, Britta
  last_name: Wrede
citation:
  ama: Groß A, Singh A, Banh NC, et al. Scaffolding the human partner by contrastive
    guidance in an explanatory human-robot dialogue. <i>Frontiers in Robotics and
    AI</i>. 2023;10. doi:<a href="https://doi.org/10.3389/frobt.2023.1236184">10.3389/frobt.2023.1236184</a>
  apa: Groß, A., Singh, A., Banh, N. C., Richter, B., Scharlau, I., Rohlfing, K. J.,
    &#38; Wrede, B. (2023). Scaffolding the human partner by contrastive guidance
    in an explanatory human-robot dialogue. <i>Frontiers in Robotics and AI</i>, <i>10</i>.
    <a href="https://doi.org/10.3389/frobt.2023.1236184">https://doi.org/10.3389/frobt.2023.1236184</a>
  bibtex: '@article{Groß_Singh_Banh_Richter_Scharlau_Rohlfing_Wrede_2023, title={Scaffolding
    the human partner by contrastive guidance in an explanatory human-robot dialogue},
    volume={10}, DOI={<a href="https://doi.org/10.3389/frobt.2023.1236184">10.3389/frobt.2023.1236184</a>},
    journal={Frontiers in Robotics and AI}, publisher={Frontiers Media SA}, author={Groß,
    André and Singh, Amit and Banh, Ngoc Chi and Richter, Birte and Scharlau, Ingrid
    and Rohlfing, Katharina J. and Wrede, Britta}, year={2023} }'
  chicago: Groß, André, Amit Singh, Ngoc Chi Banh, Birte Richter, Ingrid Scharlau,
    Katharina J. Rohlfing, and Britta Wrede. “Scaffolding the Human Partner by Contrastive
    Guidance in an Explanatory Human-Robot Dialogue.” <i>Frontiers in Robotics and
    AI</i> 10 (2023). <a href="https://doi.org/10.3389/frobt.2023.1236184">https://doi.org/10.3389/frobt.2023.1236184</a>.
  ieee: 'A. Groß <i>et al.</i>, “Scaffolding the human partner by contrastive guidance
    in an explanatory human-robot dialogue,” <i>Frontiers in Robotics and AI</i>,
    vol. 10, 2023, doi: <a href="https://doi.org/10.3389/frobt.2023.1236184">10.3389/frobt.2023.1236184</a>.'
  mla: Groß, André, et al. “Scaffolding the Human Partner by Contrastive Guidance
    in an Explanatory Human-Robot Dialogue.” <i>Frontiers in Robotics and AI</i>,
    vol. 10, Frontiers Media SA, 2023, doi:<a href="https://doi.org/10.3389/frobt.2023.1236184">10.3389/frobt.2023.1236184</a>.
  short: A. Groß, A. Singh, N.C. Banh, B. Richter, I. Scharlau, K.J. Rohlfing, B.
    Wrede, Frontiers in Robotics and AI 10 (2023).
date_created: 2023-11-08T06:40:41Z
date_updated: 2025-09-11T10:32:44Z
doi: 10.3389/frobt.2023.1236184
intvolume: '        10'
keyword:
- Artificial Intelligence
- Computer Science Applications
publication: Frontiers in Robotics and AI
publication_identifier:
  issn:
  - 2296-9144
publication_status: published
publisher: Frontiers Media SA
status: public
title: Scaffolding the human partner by contrastive guidance in an explanatory human-robot
  dialogue
type: journal_article
user_id: '93405'
volume: 10
year: '2023'
...
---
_id: '34703'
abstract:
- lang: eng
  text: '<jats:p>One of the many purposes for which social robots are designed is
    education, and there have been many attempts to systematize their potential in
    this field. What these attempts have in common is the recognition that learning
    can be supported in a variety of ways because a learner can be engaged in different
    activities that foster learning. Up to now, three roles have been proposed when
    designing these activities for robots: as a teacher or tutor, a learning peer,
    or a novice. Current research proposes that deciding in favor of one role over
    another depends on the content or preferred pedagogical form. However, the design
    of activities changes not only the content of learning, but also the nature of
    a human–robot social relationship. This is particularly important in language
    acquisition, which has been recognized as a social endeavor. The following review
    aims to specify the differences in human–robot social relationships when children
    learn language through interacting with a social robot. After proposing categories
    for comparing these different relationships, we review established and more specific,
    innovative roles that a robot can play in language-learning scenarios. This follows
    <jats:xref>Mead’s (1946)</jats:xref> theoretical approach proposing that social
    roles are performed in interactive acts. These acts are crucial for learning,
    because not only can they shape the social environment of learning but also engage
    the learner to different degrees. We specify the degree of engagement by referring
    to <jats:xref>Chi’s (2009)</jats:xref> progression of learning activities that
    range from active, constructive, toward interactive with the latter fostering
    deeper learning. Taken together, this approach enables us to compare and evaluate
    different human–robot social relationships that arise when applying a robot in
    a particular social role.</jats:p>'
author:
- first_name: Katharina
  full_name: Rohlfing, Katharina
  id: '50352'
  last_name: Rohlfing
- first_name: Nicole
  full_name: Altvater-Mackensen, Nicole
  last_name: Altvater-Mackensen
- first_name: Nathan
  full_name: Caruana, Nathan
  last_name: Caruana
- first_name: Rianne
  full_name: van den Berghe, Rianne
  last_name: van den Berghe
- first_name: Barbara
  full_name: Bruno, Barbara
  last_name: Bruno
- first_name: Nils Frederik
  full_name: Tolksdorf, Nils Frederik
  id: '43289'
  last_name: Tolksdorf
  orcid: 0000-0001-6093-1219
- first_name: Adriana
  full_name: Hanulíková, Adriana
  last_name: Hanulíková
citation:
  ama: Rohlfing K, Altvater-Mackensen N, Caruana N, et al. Social/dialogical roles
    of social robots in supporting children’s learning of language and literacy—A
    review and analysis of innovative roles. <i>Frontiers in Robotics and AI</i>.
    2022;9. doi:<a href="https://doi.org/10.3389/frobt.2022.971749">10.3389/frobt.2022.971749</a>
  apa: Rohlfing, K., Altvater-Mackensen, N., Caruana, N., van den Berghe, R., Bruno,
    B., Tolksdorf, N. F., &#38; Hanulíková, A. (2022). Social/dialogical roles of
    social robots in supporting children’s learning of language and literacy—A review
    and analysis of innovative roles. <i>Frontiers in Robotics and AI</i>, <i>9</i>.
    <a href="https://doi.org/10.3389/frobt.2022.971749">https://doi.org/10.3389/frobt.2022.971749</a>
  bibtex: '@article{Rohlfing_Altvater-Mackensen_Caruana_van den Berghe_Bruno_Tolksdorf_Hanulíková_2022,
    title={Social/dialogical roles of social robots in supporting children’s learning
    of language and literacy—A review and analysis of innovative roles}, volume={9},
    DOI={<a href="https://doi.org/10.3389/frobt.2022.971749">10.3389/frobt.2022.971749</a>},
    journal={Frontiers in Robotics and AI}, publisher={Frontiers Media SA}, author={Rohlfing,
    Katharina and Altvater-Mackensen, Nicole and Caruana, Nathan and van den Berghe,
    Rianne and Bruno, Barbara and Tolksdorf, Nils Frederik and Hanulíková, Adriana},
    year={2022} }'
  chicago: Rohlfing, Katharina, Nicole Altvater-Mackensen, Nathan Caruana, Rianne
    van den Berghe, Barbara Bruno, Nils Frederik Tolksdorf, and Adriana Hanulíková.
    “Social/Dialogical Roles of Social Robots in Supporting Children’s Learning of
    Language and Literacy—A Review and Analysis of Innovative Roles.” <i>Frontiers
    in Robotics and AI</i> 9 (2022). <a href="https://doi.org/10.3389/frobt.2022.971749">https://doi.org/10.3389/frobt.2022.971749</a>.
  ieee: 'K. Rohlfing <i>et al.</i>, “Social/dialogical roles of social robots in supporting
    children’s learning of language and literacy—A review and analysis of innovative
    roles,” <i>Frontiers in Robotics and AI</i>, vol. 9, 2022, doi: <a href="https://doi.org/10.3389/frobt.2022.971749">10.3389/frobt.2022.971749</a>.'
  mla: Rohlfing, Katharina, et al. “Social/Dialogical Roles of Social Robots in Supporting
    Children’s Learning of Language and Literacy—A Review and Analysis of Innovative
    Roles.” <i>Frontiers in Robotics and AI</i>, vol. 9, Frontiers Media SA, 2022,
    doi:<a href="https://doi.org/10.3389/frobt.2022.971749">10.3389/frobt.2022.971749</a>.
  short: K. Rohlfing, N. Altvater-Mackensen, N. Caruana, R. van den Berghe, B. Bruno,
    N.F. Tolksdorf, A. Hanulíková, Frontiers in Robotics and AI 9 (2022).
date_created: 2022-12-21T11:23:46Z
date_updated: 2024-11-28T08:40:10Z
department:
- _id: '749'
doi: 10.3389/frobt.2022.971749
intvolume: '         9'
keyword:
- Artificial Intelligence
- Computer Science Applications
language:
- iso: eng
publication: Frontiers in Robotics and AI
publication_identifier:
  issn:
  - 2296-9144
publication_status: published
publisher: Frontiers Media SA
quality_controlled: '1'
status: public
title: Social/dialogical roles of social robots in supporting children’s learning
  of language and literacy—A review and analysis of innovative roles
type: journal_article
user_id: '43289'
volume: 9
year: '2022'
...
---
_id: '24899'
abstract:
- lang: eng
  text: <jats:p>Temperamental traits can decisively influence how children enter into
    social interaction with their environment. Yet, in the field of child–robot interaction,
    little is known about how individual differences such as shyness impact on how
    children interact with social robots in educational settings. The present study
    systematically assessed the temperament of 28 preschool children aged 4–5 years
    in order to investigate the role of shyness within a dyadic child–robot interaction.
    Over the course of four consecutive sessions, we observed how shy compared to
    nonshy children interacted with a social robot during a word-learning educational
    setting and how shyness influenced children’s learning outcomes. Overall, results
    suggested that shy children not only interacted differently with a robot compared
    to nonshy children, but also changed their behavior over the course of the sessions.
    Critically, shy children interacted less expressively with the robot in general.
    With regard to children’s language learning outcomes, shy children scored lower
    on an initial posttest, but were able to close this gap on a later test, resulting
    in all children retrieving the learned words on a similar level. When intertest
    learning gain was considered, regression analyses even confirmed a positive predictive
    role of shyness on language learning gains. Findings are discussed with regard
    to the role of shyness in educational settings with social robots and the implications
    for future interaction design.</jats:p>
author:
- first_name: Nils Frederik
  full_name: Tolksdorf, Nils Frederik
  id: '43289'
  last_name: Tolksdorf
  orcid: 0000-0001-6093-1219
- first_name: Franziska E.
  full_name: Viertel, Franziska E.
  last_name: Viertel
- first_name: Katharina J.
  full_name: Rohlfing, Katharina J.
  id: '50352'
  last_name: Rohlfing
citation:
  ama: Tolksdorf NF, Viertel FE, Rohlfing KJ. Do Shy Preschoolers Interact Differently
    When Learning Language With a Social Robot? An Analysis of Interactional Behavior
    and Word Learning. <i>Frontiers in Robotics and AI</i>. Published online 2021.
    doi:<a href="https://doi.org/10.3389/frobt.2021.676123">10.3389/frobt.2021.676123</a>
  apa: Tolksdorf, N. F., Viertel, F. E., &#38; Rohlfing, K. J. (2021). Do Shy Preschoolers
    Interact Differently When Learning Language With a Social Robot? An Analysis of
    Interactional Behavior and Word Learning. <i>Frontiers in Robotics and AI</i>.
    <a href="https://doi.org/10.3389/frobt.2021.676123">https://doi.org/10.3389/frobt.2021.676123</a>
  bibtex: '@article{Tolksdorf_Viertel_Rohlfing_2021, title={Do Shy Preschoolers Interact
    Differently When Learning Language With a Social Robot? An Analysis of Interactional
    Behavior and Word Learning}, DOI={<a href="https://doi.org/10.3389/frobt.2021.676123">10.3389/frobt.2021.676123</a>},
    journal={Frontiers in Robotics and AI}, author={Tolksdorf, Nils Frederik and Viertel,
    Franziska E. and Rohlfing, Katharina J.}, year={2021} }'
  chicago: Tolksdorf, Nils Frederik, Franziska E. Viertel, and Katharina J. Rohlfing.
    “Do Shy Preschoolers Interact Differently When Learning Language With a Social
    Robot? An Analysis of Interactional Behavior and Word Learning.” <i>Frontiers
    in Robotics and AI</i>, 2021. <a href="https://doi.org/10.3389/frobt.2021.676123">https://doi.org/10.3389/frobt.2021.676123</a>.
  ieee: 'N. F. Tolksdorf, F. E. Viertel, and K. J. Rohlfing, “Do Shy Preschoolers
    Interact Differently When Learning Language With a Social Robot? An Analysis of
    Interactional Behavior and Word Learning,” <i>Frontiers in Robotics and AI</i>,
    2021, doi: <a href="https://doi.org/10.3389/frobt.2021.676123">10.3389/frobt.2021.676123</a>.'
  mla: Tolksdorf, Nils Frederik, et al. “Do Shy Preschoolers Interact Differently
    When Learning Language With a Social Robot? An Analysis of Interactional Behavior
    and Word Learning.” <i>Frontiers in Robotics and AI</i>, 2021, doi:<a href="https://doi.org/10.3389/frobt.2021.676123">10.3389/frobt.2021.676123</a>.
  short: N.F. Tolksdorf, F.E. Viertel, K.J. Rohlfing, Frontiers in Robotics and AI
    (2021).
date_created: 2021-09-23T11:02:31Z
date_updated: 2024-11-28T08:44:59Z
department:
- _id: '749'
doi: 10.3389/frobt.2021.676123
language:
- iso: eng
publication: Frontiers in Robotics and AI
publication_identifier:
  issn:
  - 2296-9144
publication_status: published
quality_controlled: '1'
status: public
title: Do Shy Preschoolers Interact Differently When Learning Language With a Social
  Robot? An Analysis of Interactional Behavior and Word Learning
type: journal_article
user_id: '43289'
year: '2021'
...
---
_id: '19969'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Yara
  full_name: Khaluf, Yara
  last_name: Khaluf
- first_name: Jean
  full_name: Botev, Jean
  last_name: Botev
- first_name: Mohammad
  full_name: Divband Soorati, Mohammad
  last_name: Divband Soorati
- first_name: Eliseo
  full_name: Ferrante, Eliseo
  last_name: Ferrante
- first_name: Oliver
  full_name: Kosak, Oliver
  last_name: Kosak
- first_name: Jean-Marc
  full_name: Montanier, Jean-Marc
  last_name: Montanier
- first_name: Sanaz
  full_name: Mostaghim, Sanaz
  last_name: Mostaghim
- first_name: Richard
  full_name: Redpath, Richard
  last_name: Redpath
- first_name: Jon
  full_name: Timmis, Jon
  last_name: Timmis
- first_name: Frank
  full_name: Veenstra, Frank
  last_name: Veenstra
- first_name: Mostafa
  full_name: Wahby, Mostafa
  last_name: Wahby
- first_name: Aleš
  full_name: Zamuda, Aleš
  last_name: Zamuda
citation:
  ama: 'Hamann H, Khaluf Y, Botev J, et al. Hybrid Societies: Challenges and Perspectives
    in the Design of Collective Behavior in Self-organizing Systems. <i>Frontiers
    in Robotics and AI</i>. 2016. doi:<a href="https://doi.org/10.3389/frobt.2016.00014">10.3389/frobt.2016.00014</a>'
  apa: 'Hamann, H., Khaluf, Y., Botev, J., Divband Soorati, M., Ferrante, E., Kosak,
    O., … Zamuda, A. (2016). Hybrid Societies: Challenges and Perspectives in the
    Design of Collective Behavior in Self-organizing Systems. <i>Frontiers in Robotics
    and AI</i>. <a href="https://doi.org/10.3389/frobt.2016.00014">https://doi.org/10.3389/frobt.2016.00014</a>'
  bibtex: '@article{Hamann_Khaluf_Botev_Divband Soorati_Ferrante_Kosak_Montanier_Mostaghim_Redpath_Timmis_et
    al._2016, title={Hybrid Societies: Challenges and Perspectives in the Design of
    Collective Behavior in Self-organizing Systems}, DOI={<a href="https://doi.org/10.3389/frobt.2016.00014">10.3389/frobt.2016.00014</a>},
    journal={Frontiers in Robotics and AI}, author={Hamann, Heiko and Khaluf, Yara
    and Botev, Jean and Divband Soorati, Mohammad and Ferrante, Eliseo and Kosak,
    Oliver and Montanier, Jean-Marc and Mostaghim, Sanaz and Redpath, Richard and
    Timmis, Jon and et al.}, year={2016} }'
  chicago: 'Hamann, Heiko, Yara Khaluf, Jean Botev, Mohammad Divband Soorati, Eliseo
    Ferrante, Oliver Kosak, Jean-Marc Montanier, et al. “Hybrid Societies: Challenges
    and Perspectives in the Design of Collective Behavior in Self-Organizing Systems.”
    <i>Frontiers in Robotics and AI</i>, 2016. <a href="https://doi.org/10.3389/frobt.2016.00014">https://doi.org/10.3389/frobt.2016.00014</a>.'
  ieee: 'H. Hamann <i>et al.</i>, “Hybrid Societies: Challenges and Perspectives in
    the Design of Collective Behavior in Self-organizing Systems,” <i>Frontiers in
    Robotics and AI</i>, 2016.'
  mla: 'Hamann, Heiko, et al. “Hybrid Societies: Challenges and Perspectives in the
    Design of Collective Behavior in Self-Organizing Systems.” <i>Frontiers in Robotics
    and AI</i>, 2016, doi:<a href="https://doi.org/10.3389/frobt.2016.00014">10.3389/frobt.2016.00014</a>.'
  short: H. Hamann, Y. Khaluf, J. Botev, M. Divband Soorati, E. Ferrante, O. Kosak,
    J.-M. Montanier, S. Mostaghim, R. Redpath, J. Timmis, F. Veenstra, M. Wahby, A.
    Zamuda, Frontiers in Robotics and AI (2016).
date_created: 2020-10-09T14:04:05Z
date_updated: 2022-01-06T06:54:17Z
department:
- _id: '63'
- _id: '238'
doi: 10.3389/frobt.2016.00014
language:
- iso: eng
publication: Frontiers in Robotics and AI
publication_identifier:
  issn:
  - 2296-9144
publication_status: published
status: public
title: 'Hybrid Societies: Challenges and Perspectives in the Design of Collective
  Behavior in Self-organizing Systems'
type: journal_article
user_id: '15415'
year: '2016'
...
