---
_id: '20182'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
citation:
  ama: 'Hamann H. <i>Space-Time Continuous Models of Swarm Robotics Systems: Supporting
    Global-to-Local Programming</i>. Berlin, Germany: Springer; 2010. doi:<a href="https://doi.org/10.1007/978-3-642-13377-0">10.1007/978-3-642-13377-0</a>'
  apa: 'Hamann, H. (2010). <i>Space-Time Continuous Models of Swarm Robotics Systems:
    Supporting Global-to-Local Programming</i>. Berlin, Germany: Springer. <a href="https://doi.org/10.1007/978-3-642-13377-0">https://doi.org/10.1007/978-3-642-13377-0</a>'
  bibtex: '@book{Hamann_2010, place={Berlin, Germany}, title={Space-Time Continuous
    Models of Swarm Robotics Systems: Supporting Global-to-Local Programming}, DOI={<a
    href="https://doi.org/10.1007/978-3-642-13377-0">10.1007/978-3-642-13377-0</a>},
    publisher={Springer}, author={Hamann, Heiko}, year={2010} }'
  chicago: 'Hamann, Heiko. <i>Space-Time Continuous Models of Swarm Robotics Systems:
    Supporting Global-to-Local Programming</i>. Berlin, Germany: Springer, 2010. <a
    href="https://doi.org/10.1007/978-3-642-13377-0">https://doi.org/10.1007/978-3-642-13377-0</a>.'
  ieee: 'H. Hamann, <i>Space-Time Continuous Models of Swarm Robotics Systems: Supporting
    Global-to-Local Programming</i>. Berlin, Germany: Springer, 2010.'
  mla: 'Hamann, Heiko. <i>Space-Time Continuous Models of Swarm Robotics Systems:
    Supporting Global-to-Local Programming</i>. Springer, 2010, doi:<a href="https://doi.org/10.1007/978-3-642-13377-0">10.1007/978-3-642-13377-0</a>.'
  short: 'H. Hamann, Space-Time Continuous Models of Swarm Robotics Systems: Supporting
    Global-to-Local Programming, Springer, Berlin, Germany, 2010.'
date_created: 2020-10-22T12:25:10Z
date_updated: 2022-01-06T06:54:21Z
department:
- _id: '63'
- _id: '238'
doi: 10.1007/978-3-642-13377-0
language:
- iso: eng
place: Berlin, Germany
publisher: Springer
status: public
title: 'Space-Time Continuous Models of Swarm Robotics Systems: Supporting Global-to-Local
  Programming'
type: book
user_id: '15415'
year: '2010'
...
---
_id: '20220'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Jürgen
  full_name: Stradner, Jürgen
  last_name: Stradner
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
citation:
  ama: 'Hamann H, Schmickl T, Stradner J, Crailsheim K. A Hormone-Based Controller
    for Evolutionary Multi-Modular Robotics: From Single Modules to Gait Learning.
    In: <i>Proceedings of the IEEE Congress on Evolutionary Computation (CEC’10)</i>.
    ; 2010:244--251. doi:<a href="https://doi.org/10.1109/CEC.2010.5585994">10.1109/CEC.2010.5585994</a>'
  apa: 'Hamann, H., Schmickl, T., Stradner, J., &#38; Crailsheim, K. (2010). A Hormone-Based
    Controller for Evolutionary Multi-Modular Robotics: From Single Modules to Gait
    Learning. In <i>Proceedings of the IEEE Congress on Evolutionary Computation (CEC’10)</i>
    (pp. 244--251). <a href="https://doi.org/10.1109/CEC.2010.5585994">https://doi.org/10.1109/CEC.2010.5585994</a>'
  bibtex: '@inproceedings{Hamann_Schmickl_Stradner_Crailsheim_2010, title={A Hormone-Based
    Controller for Evolutionary Multi-Modular Robotics: From Single Modules to Gait
    Learning}, DOI={<a href="https://doi.org/10.1109/CEC.2010.5585994">10.1109/CEC.2010.5585994</a>},
    booktitle={Proceedings of the IEEE Congress on Evolutionary Computation (CEC’10)},
    author={Hamann, Heiko and Schmickl, Thomas and Stradner, Jürgen and Crailsheim,
    Karl}, year={2010}, pages={244--251} }'
  chicago: 'Hamann, Heiko, Thomas Schmickl, Jürgen Stradner, and Karl Crailsheim.
    “A Hormone-Based Controller for Evolutionary Multi-Modular Robotics: From Single
    Modules to Gait Learning.” In <i>Proceedings of the IEEE Congress on Evolutionary
    Computation (CEC’10)</i>, 244--251, 2010. <a href="https://doi.org/10.1109/CEC.2010.5585994">https://doi.org/10.1109/CEC.2010.5585994</a>.'
  ieee: 'H. Hamann, T. Schmickl, J. Stradner, and K. Crailsheim, “A Hormone-Based
    Controller for Evolutionary Multi-Modular Robotics: From Single Modules to Gait
    Learning,” in <i>Proceedings of the IEEE Congress on Evolutionary Computation
    (CEC’10)</i>, 2010, pp. 244--251.'
  mla: 'Hamann, Heiko, et al. “A Hormone-Based Controller for Evolutionary Multi-Modular
    Robotics: From Single Modules to Gait Learning.” <i>Proceedings of the IEEE Congress
    on Evolutionary Computation (CEC’10)</i>, 2010, pp. 244--251, doi:<a href="https://doi.org/10.1109/CEC.2010.5585994">10.1109/CEC.2010.5585994</a>.'
  short: 'H. Hamann, T. Schmickl, J. Stradner, K. Crailsheim, in: Proceedings of the
    IEEE Congress on Evolutionary Computation (CEC’10), 2010, pp. 244--251.'
date_created: 2020-10-28T14:37:09Z
date_updated: 2022-01-06T06:54:23Z
department:
- _id: '63'
- _id: '238'
doi: 10.1109/CEC.2010.5585994
language:
- iso: eng
page: 244--251
publication: Proceedings of the IEEE Congress on Evolutionary Computation (CEC'10)
status: public
title: 'A Hormone-Based Controller for Evolutionary Multi-Modular Robotics: From Single
  Modules to Gait Learning'
type: conference
user_id: '15415'
year: '2010'
...
---
_id: '20222'
author:
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Jürgen
  full_name: Stradner, Jürgen
  last_name: Stradner
- first_name: Ralf
  full_name: Mayet, Ralf
  last_name: Mayet
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
citation:
  ama: 'Schmickl T, Hamann H, Stradner J, Mayet R, Crailsheim K. Complex Taxis-Behaviour
    in a Novel Bio-Inspired Robot Controller. In: <i>Proc. of the ALife XII Conference</i>.
    MIT Press; 2010:648--655.'
  apa: Schmickl, T., Hamann, H., Stradner, J., Mayet, R., &#38; Crailsheim, K. (2010).
    Complex Taxis-Behaviour in a Novel Bio-Inspired Robot Controller. In <i>Proc.
    of the ALife XII Conference</i> (pp. 648--655). MIT Press.
  bibtex: '@inproceedings{Schmickl_Hamann_Stradner_Mayet_Crailsheim_2010, title={Complex
    Taxis-Behaviour in a Novel Bio-Inspired Robot Controller}, booktitle={Proc. of
    the ALife XII Conference}, publisher={MIT Press}, author={Schmickl, Thomas and
    Hamann, Heiko and Stradner, Jürgen and Mayet, Ralf and Crailsheim, Karl}, year={2010},
    pages={648--655} }'
  chicago: Schmickl, Thomas, Heiko Hamann, Jürgen Stradner, Ralf Mayet, and Karl Crailsheim.
    “Complex Taxis-Behaviour in a Novel Bio-Inspired Robot Controller.” In <i>Proc.
    of the ALife XII Conference</i>, 648--655. MIT Press, 2010.
  ieee: T. Schmickl, H. Hamann, J. Stradner, R. Mayet, and K. Crailsheim, “Complex
    Taxis-Behaviour in a Novel Bio-Inspired Robot Controller,” in <i>Proc. of the
    ALife XII Conference</i>, 2010, pp. 648--655.
  mla: Schmickl, Thomas, et al. “Complex Taxis-Behaviour in a Novel Bio-Inspired Robot
    Controller.” <i>Proc. of the ALife XII Conference</i>, MIT Press, 2010, pp. 648--655.
  short: 'T. Schmickl, H. Hamann, J. Stradner, R. Mayet, K. Crailsheim, in: Proc.
    of the ALife XII Conference, MIT Press, 2010, pp. 648--655.'
date_created: 2020-10-29T14:09:39Z
date_updated: 2022-01-06T06:54:23Z
department:
- _id: '63'
- _id: '238'
language:
- iso: eng
page: 648--655
publication: Proc. of the ALife XII Conference
publisher: MIT Press
status: public
title: Complex Taxis-Behaviour in a Novel Bio-Inspired Robot Controller
type: conference
user_id: '15415'
year: '2010'
...
---
_id: '20223'
abstract:
- lang: eng
  text: "The semi-automatic or automatic synthesis of robot controller software is\r\nboth
    desirable and challenging. Synthesis of rather simple behaviors such as\r\ncollision
    avoidance by applying artificial evolution has been shown multiple\r\ntimes. However,
    the difficulty of this synthesis increases heavily with\r\nincreasing complexity
    of the task that should be performed by the robot. We try\r\nto tackle this problem
    of complexity with Artificial Homeostatic Hormone\r\nSystems (AHHS), which provide
    both intrinsic, homeostatic processes and\r\n(transient) intrinsic, variant behavior.
    By using AHHS the need for pre-defined\r\ncontroller topologies or information
    about the field of application is\r\nminimized. We investigate how the principle
    design of the controller and the\r\nhormone network size affects the overall performance
    of the artificial\r\nevolution (i.e., evolvability). This is done by comparing
    two variants of AHHS\r\nthat show different effects when mutated. We evolve a
    controller for a robot\r\nbuilt from five autonomous, cooperating modules. The
    desired behavior is a form\r\nof gait resulting in fast locomotion by using the
    modules' main hinges."
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Jürgen
  full_name: Stradner, Jürgen
  last_name: Stradner
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
citation:
  ama: 'Hamann H, Stradner J, Schmickl T, Crailsheim K. Artificial Hormone Reaction
    Networks: Towards Higher Evolvability in  Evolutionary Multi-Modular Robotics.
    In: <i>Artificial Life XII (ALife XII), Odense, Denmark</i>. MIT  Press; 2010:773-780.'
  apa: 'Hamann, H., Stradner, J., Schmickl, T., &#38; Crailsheim, K. (2010). Artificial
    Hormone Reaction Networks: Towards Higher Evolvability in  Evolutionary Multi-Modular
    Robotics. In <i>Artificial Life XII (ALife XII), Odense, Denmark</i> (pp. 773–780).
    MIT  Press.'
  bibtex: '@inproceedings{Hamann_Stradner_Schmickl_Crailsheim_2010, title={Artificial
    Hormone Reaction Networks: Towards Higher Evolvability in  Evolutionary Multi-Modular
    Robotics}, booktitle={Artificial Life XII (ALife XII), Odense, Denmark}, publisher={MIT 
    Press}, author={Hamann, Heiko and Stradner, Jürgen and Schmickl, Thomas and Crailsheim,
    Karl}, year={2010}, pages={773–780} }'
  chicago: 'Hamann, Heiko, Jürgen Stradner, Thomas Schmickl, and Karl Crailsheim.
    “Artificial Hormone Reaction Networks: Towards Higher Evolvability in  Evolutionary
    Multi-Modular Robotics.” In <i>Artificial Life XII (ALife XII), Odense, Denmark</i>,
    773–80. MIT  Press, 2010.'
  ieee: 'H. Hamann, J. Stradner, T. Schmickl, and K. Crailsheim, “Artificial Hormone
    Reaction Networks: Towards Higher Evolvability in  Evolutionary Multi-Modular
    Robotics,” in <i>Artificial Life XII (ALife XII), Odense, Denmark</i>, 2010, pp.
    773–780.'
  mla: 'Hamann, Heiko, et al. “Artificial Hormone Reaction Networks: Towards Higher
    Evolvability in  Evolutionary Multi-Modular Robotics.” <i>Artificial Life XII
    (ALife XII), Odense, Denmark</i>, MIT  Press, 2010, pp. 773–80.'
  short: 'H. Hamann, J. Stradner, T. Schmickl, K. Crailsheim, in: Artificial Life
    XII (ALife XII), Odense, Denmark, MIT  Press, 2010, pp. 773–780.'
date_created: 2020-10-29T14:11:25Z
date_updated: 2022-01-06T06:54:23Z
department:
- _id: '63'
- _id: '238'
external_id:
  arxiv:
  - '1011.3912'
language:
- iso: eng
page: 773-780
publication: Artificial Life XII (ALife XII), Odense, Denmark
publisher: MIT  Press
status: public
title: 'Artificial Hormone Reaction Networks: Towards Higher Evolvability in  Evolutionary
  Multi-Modular Robotics'
type: conference
user_id: '15415'
year: '2010'
...
---
_id: '20226'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Bernd
  full_name: Meyer, Bernd
  last_name: Meyer
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
citation:
  ama: 'Hamann H, Meyer B, Schmickl T, Crailsheim K. A Model of Symmetry Breaking
    in Collective Decision-Making. In: <i>From Animals to Animats 11</i>. Vol 6226.
    Springer; 2010:639-648. doi:<a href="https://doi.org/10.1007/978-3-642-15193-4_60">10.1007/978-3-642-15193-4_60</a>'
  apa: Hamann, H., Meyer, B., Schmickl, T., &#38; Crailsheim, K. (2010). A Model of
    Symmetry Breaking in Collective Decision-Making. In <i>From Animals to Animats
    11</i> (Vol. 6226, pp. 639–648). Springer. <a href="https://doi.org/10.1007/978-3-642-15193-4_60">https://doi.org/10.1007/978-3-642-15193-4_60</a>
  bibtex: '@inproceedings{Hamann_Meyer_Schmickl_Crailsheim_2010, title={A Model of
    Symmetry Breaking in Collective Decision-Making}, volume={6226}, DOI={<a href="https://doi.org/10.1007/978-3-642-15193-4_60">10.1007/978-3-642-15193-4_60</a>},
    booktitle={From Animals to Animats 11}, publisher={Springer}, author={Hamann,
    Heiko and Meyer, Bernd and Schmickl, Thomas and Crailsheim, Karl}, year={2010},
    pages={639–648} }'
  chicago: Hamann, Heiko, Bernd Meyer, Thomas Schmickl, and Karl Crailsheim. “A Model
    of Symmetry Breaking in Collective Decision-Making.” In <i>From Animals to Animats
    11</i>, 6226:639–48. Springer, 2010. <a href="https://doi.org/10.1007/978-3-642-15193-4_60">https://doi.org/10.1007/978-3-642-15193-4_60</a>.
  ieee: H. Hamann, B. Meyer, T. Schmickl, and K. Crailsheim, “A Model of Symmetry
    Breaking in Collective Decision-Making,” in <i>From Animals to Animats 11</i>,
    2010, vol. 6226, pp. 639–648.
  mla: Hamann, Heiko, et al. “A Model of Symmetry Breaking in Collective Decision-Making.”
    <i>From Animals to Animats 11</i>, vol. 6226, Springer, 2010, pp. 639–48, doi:<a
    href="https://doi.org/10.1007/978-3-642-15193-4_60">10.1007/978-3-642-15193-4_60</a>.
  short: 'H. Hamann, B. Meyer, T. Schmickl, K. Crailsheim, in: From Animals to Animats
    11, Springer, 2010, pp. 639–648.'
date_created: 2020-10-29T14:22:12Z
date_updated: 2022-01-06T06:54:24Z
department:
- _id: '63'
- _id: '238'
doi: 10.1007/978-3-642-15193-4_60
intvolume: '      6226'
language:
- iso: eng
page: 639-648
publication: From Animals to Animats 11
publication_identifier:
  isbn:
  - '9783642151927'
  - '9783642151934'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
publisher: Springer
status: public
title: A Model of Symmetry Breaking in Collective Decision-Making
type: conference
user_id: '15415'
volume: 6226
year: '2010'
...
---
_id: '20258'
abstract:
- lang: eng
  text: Self-organization in natural systems demonstrates very reliable and scalable
    collective behavior without using any central elements. When providing collective
    robotic systems with self-organizing principles, we are facing new problems of
    making self-organization purposeful, self-adapting to changing environments and
    faster, in order to meet requirements from a technical perspective. This paper
    describes on-going work of creating such an artificial self-organization within
    artificial robot organisms, performed in the framework of several European projects.
author:
- first_name: Serge
  full_name: Kernbach, Serge
  last_name: Kernbach
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Jürgen
  full_name: Stradner, Jürgen
  last_name: Stradner
- first_name: Ronald
  full_name: Thenius, Ronald
  last_name: Thenius
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
- first_name: A.C. van
  full_name: Rossum, A.C. van
  last_name: Rossum
- first_name: Michele
  full_name: Sebag, Michele
  last_name: Sebag
- first_name: Nicolas
  full_name: Bredeche, Nicolas
  last_name: Bredeche
- first_name: Yao
  full_name: Yao, Yao
  last_name: Yao
- first_name: Guy
  full_name: Baele, Guy
  last_name: Baele
- first_name: Yves Van de
  full_name: Peer, Yves Van de
  last_name: Peer
- first_name: Jon
  full_name: Timmis, Jon
  last_name: Timmis
- first_name: Maizura
  full_name: Mohktar, Maizura
  last_name: Mohktar
- first_name: Andy
  full_name: Tyrrell, Andy
  last_name: Tyrrell
- first_name: A.E.
  full_name: Eiben, A.E.
  last_name: Eiben
- first_name: S.P.
  full_name: McKibbin, S.P.
  last_name: McKibbin
- first_name: Wenguo
  full_name: Liu, Wenguo
  last_name: Liu
- first_name: Alan F.T.
  full_name: Winfield, Alan F.T.
  last_name: Winfield
citation:
  ama: 'Kernbach S, Hamann H, Stradner J, et al. On Adaptive Self-Organization in
    Artificial Robot Organisms. In: <i>2009 Computation World: Future Computing, Service
    Computation, Cognitive, Adaptive, Content, Patterns</i>. ; 2010. doi:<a href="https://doi.org/10.1109/computationworld.2009.9">10.1109/computationworld.2009.9</a>'
  apa: 'Kernbach, S., Hamann, H., Stradner, J., Thenius, R., Schmickl, T., Crailsheim,
    K., … Winfield, A. F. T. (2010). On Adaptive Self-Organization in Artificial Robot
    Organisms. In <i>2009 Computation World: Future Computing, Service Computation,
    Cognitive, Adaptive, Content, Patterns</i>. <a href="https://doi.org/10.1109/computationworld.2009.9">https://doi.org/10.1109/computationworld.2009.9</a>'
  bibtex: '@inproceedings{Kernbach_Hamann_Stradner_Thenius_Schmickl_Crailsheim_Rossum_Sebag_Bredeche_Yao_et
    al._2010, title={On Adaptive Self-Organization in Artificial Robot Organisms},
    DOI={<a href="https://doi.org/10.1109/computationworld.2009.9">10.1109/computationworld.2009.9</a>},
    booktitle={2009 Computation World: Future Computing, Service Computation, Cognitive,
    Adaptive, Content, Patterns}, author={Kernbach, Serge and Hamann, Heiko and Stradner,
    Jürgen and Thenius, Ronald and Schmickl, Thomas and Crailsheim, Karl and Rossum,
    A.C. van and Sebag, Michele and Bredeche, Nicolas and Yao, Yao and et al.}, year={2010}
    }'
  chicago: 'Kernbach, Serge, Heiko Hamann, Jürgen Stradner, Ronald Thenius, Thomas
    Schmickl, Karl Crailsheim, A.C. van Rossum, et al. “On Adaptive Self-Organization
    in Artificial Robot Organisms.” In <i>2009 Computation World: Future Computing,
    Service Computation, Cognitive, Adaptive, Content, Patterns</i>, 2010. <a href="https://doi.org/10.1109/computationworld.2009.9">https://doi.org/10.1109/computationworld.2009.9</a>.'
  ieee: 'S. Kernbach <i>et al.</i>, “On Adaptive Self-Organization in Artificial Robot
    Organisms,” in <i>2009 Computation World: Future Computing, Service Computation,
    Cognitive, Adaptive, Content, Patterns</i>, 2010.'
  mla: 'Kernbach, Serge, et al. “On Adaptive Self-Organization in Artificial Robot
    Organisms.” <i>2009 Computation World: Future Computing, Service Computation,
    Cognitive, Adaptive, Content, Patterns</i>, 2010, doi:<a href="https://doi.org/10.1109/computationworld.2009.9">10.1109/computationworld.2009.9</a>.'
  short: 'S. Kernbach, H. Hamann, J. Stradner, R. Thenius, T. Schmickl, K. Crailsheim,
    A.C. van Rossum, M. Sebag, N. Bredeche, Y. Yao, G. Baele, Y.V. de Peer, J. Timmis,
    M. Mohktar, A. Tyrrell, A.E. Eiben, S.P. McKibbin, W. Liu, A.F.T. Winfield, in:
    2009 Computation World: Future Computing, Service Computation, Cognitive, Adaptive,
    Content, Patterns, 2010.'
date_created: 2020-11-02T14:13:10Z
date_updated: 2022-01-06T06:54:25Z
department:
- _id: '63'
- _id: '238'
doi: 10.1109/computationworld.2009.9
language:
- iso: eng
publication: '2009 Computation World: Future Computing, Service Computation, Cognitive,
  Adaptive, Content, Patterns'
publication_identifier:
  isbn:
  - '9781424451661'
publication_status: published
status: public
title: On Adaptive Self-Organization in Artificial Robot Organisms
type: conference
user_id: '15415'
year: '2010'
...
---
_id: '18761'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Jürgen
  full_name: Stradner, Jürgen
  last_name: Stradner
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
- first_name: Paul
  full_name: Levi, Paul
  last_name: Levi
- first_name: Serge
  full_name: Kernbach, Serge
  last_name: Kernbach
citation:
  ama: 'Hamann H, Schmickl T, Stradner J, Crailsheim K, Levi P, Kernbach S. Hormone-based
    Control for Multi-modular Robotics. In: <i>Symbiotic Multi-Robot Organisms: Reliability,
    Adaptability, Evolution</i>. Springer; 2010:240--263.'
  apa: 'Hamann, H., Schmickl, T., Stradner, J., Crailsheim, K., Levi, P., &#38; Kernbach,
    S. (2010). Hormone-based Control for Multi-modular Robotics. In <i>Symbiotic Multi-Robot
    Organisms: Reliability, Adaptability, Evolution</i> (pp. 240--263). Springer.'
  bibtex: '@inbook{Hamann_Schmickl_Stradner_Crailsheim_Levi_Kernbach_2010, title={Hormone-based
    Control for Multi-modular Robotics}, booktitle={Symbiotic Multi-Robot Organisms:
    Reliability, Adaptability, Evolution}, publisher={Springer}, author={Hamann, Heiko
    and Schmickl, Thomas and Stradner, Jürgen and Crailsheim, Karl and Levi, Paul
    and Kernbach, Serge}, year={2010}, pages={240--263} }'
  chicago: 'Hamann, Heiko, Thomas Schmickl, Jürgen Stradner, Karl Crailsheim, Paul
    Levi, and Serge Kernbach. “Hormone-Based Control for Multi-Modular Robotics.”
    In <i>Symbiotic Multi-Robot Organisms: Reliability, Adaptability, Evolution</i>,
    240--263. Springer, 2010.'
  ieee: 'H. Hamann, T. Schmickl, J. Stradner, K. Crailsheim, P. Levi, and S. Kernbach,
    “Hormone-based Control for Multi-modular Robotics,” in <i>Symbiotic Multi-Robot
    Organisms: Reliability, Adaptability, Evolution</i>, Springer, 2010, pp. 240--263.'
  mla: 'Hamann, Heiko, et al. “Hormone-Based Control for Multi-Modular Robotics.”
    <i>Symbiotic Multi-Robot Organisms: Reliability, Adaptability, Evolution</i>,
    Springer, 2010, pp. 240--263.'
  short: 'H. Hamann, T. Schmickl, J. Stradner, K. Crailsheim, P. Levi, S. Kernbach,
    in: Symbiotic Multi-Robot Organisms: Reliability, Adaptability, Evolution, Springer,
    2010, pp. 240--263.'
date_created: 2020-09-01T11:29:17Z
date_updated: 2022-01-06T06:53:51Z
department:
- _id: '63'
- _id: '238'
language:
- iso: eng
page: 240--263
publication: 'Symbiotic Multi-Robot Organisms: Reliability, Adaptability, Evolution'
publication_status: published
publisher: Springer
status: public
title: Hormone-based Control for Multi-modular Robotics
type: book_chapter
user_id: '15415'
year: '2010'
...
---
_id: '19023'
author:
- first_name: Serge
  full_name: Kernbach, Serge
  last_name: Kernbach
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Jürgen
  full_name: Stradner, Jürgen
  last_name: Stradner
- first_name: Florian
  full_name: Schlachter, Florian
  last_name: Schlachter
- first_name: Christopher s. F.
  full_name: Schwarzer, Christopher s. F.
  last_name: Schwarzer
- first_name: Alan F. T.
  full_name: Winfield, Alan F. T.
  last_name: Winfield
- first_name: Rene
  full_name: Matthias, Rene
  last_name: Matthias
citation:
  ama: 'Kernbach S, Schmickl T, Hamann H, et al. Adaptive Action Selection Mechanisms
    for Evolutionary Multimodular Robotics. In: <i>Artificial Life XII (ALife XII)</i>.
    MIT Press; 2010:781-788.'
  apa: Kernbach, S., Schmickl, T., Hamann, H., Stradner, J., Schlachter, F., Schwarzer,
    C. s. F., … Matthias, R. (2010). Adaptive Action Selection Mechanisms for Evolutionary
    Multimodular Robotics. In <i>Artificial Life XII (ALife XII)</i> (pp. 781–788).
    MIT Press.
  bibtex: '@inproceedings{Kernbach_Schmickl_Hamann_Stradner_Schlachter_Schwarzer_Winfield_Matthias_2010,
    title={Adaptive Action Selection Mechanisms for Evolutionary Multimodular Robotics},
    booktitle={Artificial Life XII (ALife XII)}, publisher={MIT Press}, author={Kernbach,
    Serge and Schmickl, Thomas and Hamann, Heiko and Stradner, Jürgen and Schlachter,
    Florian and Schwarzer, Christopher s. F. and Winfield, Alan F. T. and Matthias,
    Rene}, year={2010}, pages={781–788} }'
  chicago: Kernbach, Serge, Thomas Schmickl, Heiko Hamann, Jürgen Stradner, Florian
    Schlachter, Christopher s. F. Schwarzer, Alan F. T. Winfield, and Rene Matthias.
    “Adaptive Action Selection Mechanisms for Evolutionary Multimodular Robotics.”
    In <i>Artificial Life XII (ALife XII)</i>, 781–88. MIT Press, 2010.
  ieee: S. Kernbach <i>et al.</i>, “Adaptive Action Selection Mechanisms for Evolutionary
    Multimodular Robotics,” in <i>Artificial Life XII (ALife XII)</i>, 2010, pp. 781–788.
  mla: Kernbach, Serge, et al. “Adaptive Action Selection Mechanisms for Evolutionary
    Multimodular Robotics.” <i>Artificial Life XII (ALife XII)</i>, MIT Press, 2010,
    pp. 781–88.
  short: 'S. Kernbach, T. Schmickl, H. Hamann, J. Stradner, F. Schlachter, C. s. F.
    Schwarzer, A.F.T. Winfield, R. Matthias, in: Artificial Life XII (ALife XII),
    MIT Press, 2010, pp. 781–788.'
date_created: 2020-09-04T11:53:40Z
date_updated: 2022-01-06T06:53:57Z
department:
- _id: '63'
- _id: '238'
language:
- iso: eng
page: 781-788
publication: Artificial Life XII (ALife XII)
publication_status: published
publisher: MIT Press
status: public
title: Adaptive Action Selection Mechanisms for Evolutionary Multimodular Robotics
type: conference
user_id: '15415'
year: '2010'
...
---
_id: '20254'
abstract:
- lang: eng
  text: One of the prominent challenges in mobile robotics is to develop control methodologies
    that allow the adaptation to dynamic and unforeseen environments. The classic
    approach of hand-coded controllers is very efficient for well-defined tasks and
    specific environments but poor in adapting to changing environmental conditions.
    One alternative approach is the application of evolutionary algorithms which need,
    in turn, easily evolvable representations of controllers. In this paper, we investigate
    one promising approach of an artificial hormone system as a control paradigm which
    is believed to be easily optimized by evolutionary processes. In a first step
    of this research, we focus on the simple task of collision avoidance. We present
    a brief mathematical analysis of this controller approach and an implementation
    of the controller on a mobile robot to check the feasibility in principle of our
    approach. The task is successfully accomplished and we conclude with a discussion
    of the hormone dynamics in the robot.
author:
- first_name: Jürgen
  full_name: Stradner, Jürgen
  last_name: Stradner
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
citation:
  ama: 'Stradner J, Hamann H, Schmickl T, Crailsheim K. Analysis and implementation
    of an Artificial Homeostatic Hormone System: A first case study in robotic hardware.
    In: <i>2009 IEEE/RSJ International Conference on Intelligent Robots and Systems</i>.
    ; 2009. doi:<a href="https://doi.org/10.1109/iros.2009.5354056">10.1109/iros.2009.5354056</a>'
  apa: 'Stradner, J., Hamann, H., Schmickl, T., &#38; Crailsheim, K. (2009). Analysis
    and implementation of an Artificial Homeostatic Hormone System: A first case study
    in robotic hardware. In <i>2009 IEEE/RSJ International Conference on Intelligent
    Robots and Systems</i>. <a href="https://doi.org/10.1109/iros.2009.5354056">https://doi.org/10.1109/iros.2009.5354056</a>'
  bibtex: '@inproceedings{Stradner_Hamann_Schmickl_Crailsheim_2009, title={Analysis
    and implementation of an Artificial Homeostatic Hormone System: A first case study
    in robotic hardware}, DOI={<a href="https://doi.org/10.1109/iros.2009.5354056">10.1109/iros.2009.5354056</a>},
    booktitle={2009 IEEE/RSJ International Conference on Intelligent Robots and Systems},
    author={Stradner, Jürgen and Hamann, Heiko and Schmickl, Thomas and Crailsheim,
    Karl}, year={2009} }'
  chicago: 'Stradner, Jürgen, Heiko Hamann, Thomas Schmickl, and Karl Crailsheim.
    “Analysis and Implementation of an Artificial Homeostatic Hormone System: A First
    Case Study in Robotic Hardware.” In <i>2009 IEEE/RSJ International Conference
    on Intelligent Robots and Systems</i>, 2009. <a href="https://doi.org/10.1109/iros.2009.5354056">https://doi.org/10.1109/iros.2009.5354056</a>.'
  ieee: 'J. Stradner, H. Hamann, T. Schmickl, and K. Crailsheim, “Analysis and implementation
    of an Artificial Homeostatic Hormone System: A first case study in robotic hardware,”
    in <i>2009 IEEE/RSJ International Conference on Intelligent Robots and Systems</i>,
    2009.'
  mla: 'Stradner, Jürgen, et al. “Analysis and Implementation of an Artificial Homeostatic
    Hormone System: A First Case Study in Robotic Hardware.” <i>2009 IEEE/RSJ International
    Conference on Intelligent Robots and Systems</i>, 2009, doi:<a href="https://doi.org/10.1109/iros.2009.5354056">10.1109/iros.2009.5354056</a>.'
  short: 'J. Stradner, H. Hamann, T. Schmickl, K. Crailsheim, in: 2009 IEEE/RSJ International
    Conference on Intelligent Robots and Systems, 2009.'
date_created: 2020-11-02T14:04:46Z
date_updated: 2022-01-06T06:54:25Z
department:
- _id: '63'
- _id: '238'
doi: 10.1109/iros.2009.5354056
language:
- iso: eng
publication: 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems
publication_identifier:
  isbn:
  - '9781424438037'
publication_status: published
status: public
title: 'Analysis and implementation of an Artificial Homeostatic Hormone System: A
  first case study in robotic hardware'
type: conference
user_id: '15415'
year: '2009'
...
---
_id: '20255'
abstract:
- lang: eng
  text: 'By compiling macroscopic models we analyze the adaptive behavior in a swarm
    of autonomous robots generated by a bio-inspired, distributed control algorithm.
    We developed two macroscopic models by taking two different perspectives: A Stock
    & Flow model, which is simple to implement and fast to simulate, and a spatially
    resolved model based on diffusion processes. These two models were compared concerning
    their prediction quality and their analytical power: One model allowed easy identification
    of the major feedback loops governing the swarm behavior. The other model allowed
    analysis of the expected shapes and positions of observable robot clusters. We
    found a high correlation in the challenges posed by both modeling techniques and
    we highlighted the inherent problems of inferring emergent macroscopic rules from
    a microscopic description of swarm behavior.'
author:
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Heinz
  full_name: Wörn, Heinz
  last_name: Wörn
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
citation:
  ama: Schmickl T, Hamann H, Wörn H, Crailsheim K. Two different approaches to a macroscopic
    model of a bio-inspired robotic swarm. <i>Robotics and Autonomous Systems</i>.
    2009;6(9):913-921. doi:<a href="https://doi.org/10.1016/j.robot.2009.06.002">10.1016/j.robot.2009.06.002</a>
  apa: Schmickl, T., Hamann, H., Wörn, H., &#38; Crailsheim, K. (2009). Two different
    approaches to a macroscopic model of a bio-inspired robotic swarm. <i>Robotics
    and Autonomous Systems</i>, <i>6</i>(9), 913–921. <a href="https://doi.org/10.1016/j.robot.2009.06.002">https://doi.org/10.1016/j.robot.2009.06.002</a>
  bibtex: '@article{Schmickl_Hamann_Wörn_Crailsheim_2009, title={Two different approaches
    to a macroscopic model of a bio-inspired robotic swarm}, volume={6}, DOI={<a href="https://doi.org/10.1016/j.robot.2009.06.002">10.1016/j.robot.2009.06.002</a>},
    number={9}, journal={Robotics and Autonomous Systems}, author={Schmickl, Thomas
    and Hamann, Heiko and Wörn, Heinz and Crailsheim, Karl}, year={2009}, pages={913–921}
    }'
  chicago: 'Schmickl, Thomas, Heiko Hamann, Heinz Wörn, and Karl Crailsheim. “Two
    Different Approaches to a Macroscopic Model of a Bio-Inspired Robotic Swarm.”
    <i>Robotics and Autonomous Systems</i> 6, no. 9 (2009): 913–21. <a href="https://doi.org/10.1016/j.robot.2009.06.002">https://doi.org/10.1016/j.robot.2009.06.002</a>.'
  ieee: T. Schmickl, H. Hamann, H. Wörn, and K. Crailsheim, “Two different approaches
    to a macroscopic model of a bio-inspired robotic swarm,” <i>Robotics and Autonomous
    Systems</i>, vol. 6, no. 9, pp. 913–921, 2009.
  mla: Schmickl, Thomas, et al. “Two Different Approaches to a Macroscopic Model of
    a Bio-Inspired Robotic Swarm.” <i>Robotics and Autonomous Systems</i>, vol. 6,
    no. 9, 2009, pp. 913–21, doi:<a href="https://doi.org/10.1016/j.robot.2009.06.002">10.1016/j.robot.2009.06.002</a>.
  short: T. Schmickl, H. Hamann, H. Wörn, K. Crailsheim, Robotics and Autonomous Systems
    6 (2009) 913–921.
date_created: 2020-11-02T14:07:44Z
date_updated: 2022-01-06T06:54:25Z
department:
- _id: '63'
- _id: '238'
doi: 10.1016/j.robot.2009.06.002
intvolume: '         6'
issue: '9'
language:
- iso: eng
page: 913-921
publication: Robotics and Autonomous Systems
publication_identifier:
  issn:
  - 0921-8890
publication_status: published
status: public
title: Two different approaches to a macroscopic model of a bio-inspired robotic swarm
type: journal_article
user_id: '15415'
volume: 6
year: '2009'
...
---
_id: '20259'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Inge
  full_name: Troch, Inge
  last_name: Troch
- first_name: F.
  full_name: Breitenecker, F.
  last_name: Breitenecker
citation:
  ama: 'Hamann H, Troch I, Breitenecker F. Pattern Formation as a Transient Phenomenon
    in the Nonlinear Dynamics of a Multi-Agent System. In: <i>MATHMOD 2009 - 6th Vienna
    International Conference on Mathematical Modelling</i>. ; 2009.'
  apa: Hamann, H., Troch, I., &#38; Breitenecker, F. (2009). Pattern Formation as
    a Transient Phenomenon in the Nonlinear Dynamics of a Multi-Agent System. In <i>MATHMOD
    2009 - 6th Vienna International Conference on Mathematical Modelling</i>.
  bibtex: '@inproceedings{Hamann_Troch_Breitenecker_2009, title={Pattern Formation
    as a Transient Phenomenon in the Nonlinear Dynamics of a Multi-Agent System},
    booktitle={MATHMOD 2009 - 6th Vienna International Conference on Mathematical
    Modelling}, author={Hamann, Heiko and Troch, Inge and Breitenecker, F.}, year={2009}
    }'
  chicago: Hamann, Heiko, Inge Troch, and F. Breitenecker. “Pattern Formation as a
    Transient Phenomenon in the Nonlinear Dynamics of a Multi-Agent System.” In <i>MATHMOD
    2009 - 6th Vienna International Conference on Mathematical Modelling</i>, 2009.
  ieee: H. Hamann, I. Troch, and F. Breitenecker, “Pattern Formation as a Transient
    Phenomenon in the Nonlinear Dynamics of a Multi-Agent System,” in <i>MATHMOD 2009
    - 6th Vienna International Conference on Mathematical Modelling</i>, 2009.
  mla: Hamann, Heiko, et al. “Pattern Formation as a Transient Phenomenon in the Nonlinear
    Dynamics of a Multi-Agent System.” <i>MATHMOD 2009 - 6th Vienna International
    Conference on Mathematical Modelling</i>, 2009.
  short: 'H. Hamann, I. Troch, F. Breitenecker, in: MATHMOD 2009 - 6th Vienna International
    Conference on Mathematical Modelling, 2009.'
date_created: 2020-11-02T14:18:27Z
date_updated: 2022-01-06T06:54:25Z
department:
- _id: '63'
- _id: '238'
language:
- iso: eng
publication: MATHMOD 2009 - 6th Vienna International Conference on Mathematical Modelling
status: public
title: Pattern Formation as a Transient Phenomenon in the Nonlinear Dynamics of a
  Multi-Agent System
type: conference
user_id: '15415'
year: '2009'
...
---
_id: '20262'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
citation:
  ama: Hamann H. <i>Space-Time Continuous Models of Swarm Robotic Systems</i>.; 2008.
    doi:<a href="https://doi.org/10.1007/978-3-642-13377-0">10.1007/978-3-642-13377-0</a>
  apa: Hamann, H. (2008). <i>Space-Time Continuous Models of Swarm Robotic Systems</i>.
    <a href="https://doi.org/10.1007/978-3-642-13377-0">https://doi.org/10.1007/978-3-642-13377-0</a>
  bibtex: '@book{Hamann_2008, title={Space-Time Continuous Models of Swarm Robotic
    Systems}, DOI={<a href="https://doi.org/10.1007/978-3-642-13377-0">10.1007/978-3-642-13377-0</a>},
    author={Hamann, Heiko}, year={2008} }'
  chicago: Hamann, Heiko. <i>Space-Time Continuous Models of Swarm Robotic Systems</i>,
    2008. <a href="https://doi.org/10.1007/978-3-642-13377-0">https://doi.org/10.1007/978-3-642-13377-0</a>.
  ieee: H. Hamann, <i>Space-Time Continuous Models of Swarm Robotic Systems</i>. 2008.
  mla: Hamann, Heiko. <i>Space-Time Continuous Models of Swarm Robotic Systems</i>.
    2008, doi:<a href="https://doi.org/10.1007/978-3-642-13377-0">10.1007/978-3-642-13377-0</a>.
  short: H. Hamann, Space-Time Continuous Models of Swarm Robotic Systems, 2008.
date_created: 2020-11-02T14:23:36Z
date_updated: 2022-01-06T06:54:25Z
department:
- _id: '63'
- _id: '238'
doi: 10.1007/978-3-642-13377-0
language:
- iso: eng
publication_identifier:
  isbn:
  - '9783642133763'
  - '9783642133770'
  issn:
  - 1867-4925
  - 1867-4933
publication_status: published
status: public
title: Space-Time Continuous Models of Swarm Robotic Systems
type: dissertation
user_id: '15415'
year: '2008'
...
---
_id: '20367'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Heinz
  full_name: Wörn, Heinz
  last_name: Wörn
citation:
  ama: 'Hamann H, Wörn H. Aggregating Robots Compute: An Adaptive Heuristic for the
    Euclidean Steiner Tree Problem. In: <i>The Tenth International Conference on Simulation
    of Adaptive Behavior (SAB’08)</i>. Vol 5040. ; 2008:447--456. doi:<a href="https://doi.org/10.1007/978-3-540-69134-1_44">10.1007/978-3-540-69134-1_44</a>'
  apa: 'Hamann, H., &#38; Wörn, H. (2008). Aggregating Robots Compute: An Adaptive
    Heuristic for the Euclidean Steiner Tree Problem. In <i>The tenth International
    Conference on Simulation of Adaptive Behavior (SAB’08)</i> (Vol. 5040, pp. 447--456).
    <a href="https://doi.org/10.1007/978-3-540-69134-1_44">https://doi.org/10.1007/978-3-540-69134-1_44</a>'
  bibtex: '@inproceedings{Hamann_Wörn_2008, title={Aggregating Robots Compute: An
    Adaptive Heuristic for the Euclidean Steiner Tree Problem}, volume={5040}, DOI={<a
    href="https://doi.org/10.1007/978-3-540-69134-1_44">10.1007/978-3-540-69134-1_44</a>},
    booktitle={The tenth International Conference on Simulation of Adaptive Behavior
    (SAB’08)}, author={Hamann, Heiko and Wörn, Heinz}, year={2008}, pages={447--456}
    }'
  chicago: 'Hamann, Heiko, and Heinz Wörn. “Aggregating Robots Compute: An Adaptive
    Heuristic for the Euclidean Steiner Tree Problem.” In <i>The Tenth International
    Conference on Simulation of Adaptive Behavior (SAB’08)</i>, 5040:447--456, 2008.
    <a href="https://doi.org/10.1007/978-3-540-69134-1_44">https://doi.org/10.1007/978-3-540-69134-1_44</a>.'
  ieee: 'H. Hamann and H. Wörn, “Aggregating Robots Compute: An Adaptive Heuristic
    for the Euclidean Steiner Tree Problem,” in <i>The tenth International Conference
    on Simulation of Adaptive Behavior (SAB’08)</i>, 2008, vol. 5040, pp. 447--456.'
  mla: 'Hamann, Heiko, and Heinz Wörn. “Aggregating Robots Compute: An Adaptive Heuristic
    for the Euclidean Steiner Tree Problem.” <i>The Tenth International Conference
    on Simulation of Adaptive Behavior (SAB’08)</i>, vol. 5040, 2008, pp. 447--456,
    doi:<a href="https://doi.org/10.1007/978-3-540-69134-1_44">10.1007/978-3-540-69134-1_44</a>.'
  short: 'H. Hamann, H. Wörn, in: The Tenth International Conference on Simulation
    of Adaptive Behavior (SAB’08), 2008, pp. 447--456.'
date_created: 2020-11-16T13:55:39Z
date_updated: 2022-01-06T06:54:26Z
department:
- _id: '63'
- _id: '238'
doi: 10.1007/978-3-540-69134-1_44
intvolume: '      5040'
language:
- iso: eng
page: 447--456
publication: The tenth International Conference on Simulation of Adaptive Behavior
  (SAB'08)
publication_identifier:
  isbn:
  - '9783540691334'
  - '9783540691341'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
status: public
title: 'Aggregating Robots Compute: An Adaptive Heuristic for the Euclidean Steiner
  Tree Problem'
type: conference
user_id: '15415'
volume: 5040
year: '2008'
...
---
_id: '20368'
abstract:
- lang: eng
  text: 'We present a comparative study of two spatially resolved macroscopic models
    of an autonomous robotic swarm. In previous experiments, the collective behavior
    of 15 autonomous swarm robots, driven by a simple bio-inspired control algorithm,
    was investigated: in two different environmental conditions, the ability of the
    robots to aggregate below a light source was tested. Distinct approaches to predict
    the dynamics of the spatial distribution were made by two different modeling approaches:
    one model was constructed in a compartmental manner (ODEs). In parallel, a space-continuous
    model (PDEs) was constructed. Both models show a high degree of similarity concerning
    the modeling of concrete environmental factors (light), but due to their different
    basic approaches, show also significant differences in their implementation. However,
    the predictions of both models compare well to the observed behavior of the robotic
    swarm, thus both models can be used to develop further extensions of the algorithm
    as well as different experimental setups without the need to run extensive real
    robotic preliminary experiments.'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Thomas
  full_name: Schmickl, Thomas
  last_name: Schmickl
- first_name: Heinz
  full_name: Wörn, Heinz
  last_name: Wörn
- first_name: Karl
  full_name: Crailsheim, Karl
  last_name: Crailsheim
citation:
  ama: 'Hamann H, Schmickl T, Wörn H, Crailsheim K. Spatial Macroscopic Models of
    a Bio-Inspired Robotic Swarm Algorithm. In: <i>IEEE/RSJ 2008 International Conference
    on Intelligent Robots and Systems (IROS’08)</i>. IEEE Press; 2008:1415--1420.
    doi:<a href="https://doi.org/10.1109/IROS.2008.4651038">10.1109/IROS.2008.4651038</a>'
  apa: Hamann, H., Schmickl, T., Wörn, H., &#38; Crailsheim, K. (2008). Spatial Macroscopic
    Models of a Bio-Inspired Robotic Swarm Algorithm. In <i>IEEE/RSJ 2008 International
    Conference on Intelligent Robots and Systems (IROS’08)</i> (pp. 1415--1420). IEEE
    Press. <a href="https://doi.org/10.1109/IROS.2008.4651038">https://doi.org/10.1109/IROS.2008.4651038</a>
  bibtex: '@inproceedings{Hamann_Schmickl_Wörn_Crailsheim_2008, title={Spatial Macroscopic
    Models of a Bio-Inspired Robotic Swarm Algorithm}, DOI={<a href="https://doi.org/10.1109/IROS.2008.4651038">10.1109/IROS.2008.4651038</a>},
    booktitle={IEEE/RSJ 2008 International Conference on Intelligent Robots and Systems
    (IROS’08)}, publisher={IEEE Press}, author={Hamann, Heiko and Schmickl, Thomas
    and Wörn, Heinz and Crailsheim, Karl}, year={2008}, pages={1415--1420} }'
  chicago: Hamann, Heiko, Thomas Schmickl, Heinz Wörn, and Karl Crailsheim. “Spatial
    Macroscopic Models of a Bio-Inspired Robotic Swarm Algorithm.” In <i>IEEE/RSJ
    2008 International Conference on Intelligent Robots and Systems (IROS’08)</i>,
    1415--1420. IEEE Press, 2008. <a href="https://doi.org/10.1109/IROS.2008.4651038">https://doi.org/10.1109/IROS.2008.4651038</a>.
  ieee: H. Hamann, T. Schmickl, H. Wörn, and K. Crailsheim, “Spatial Macroscopic Models
    of a Bio-Inspired Robotic Swarm Algorithm,” in <i>IEEE/RSJ 2008 International
    Conference on Intelligent Robots and Systems (IROS’08)</i>, 2008, pp. 1415--1420.
  mla: Hamann, Heiko, et al. “Spatial Macroscopic Models of a Bio-Inspired Robotic
    Swarm Algorithm.” <i>IEEE/RSJ 2008 International Conference on Intelligent Robots
    and Systems (IROS’08)</i>, IEEE Press, 2008, pp. 1415--1420, doi:<a href="https://doi.org/10.1109/IROS.2008.4651038">10.1109/IROS.2008.4651038</a>.
  short: 'H. Hamann, T. Schmickl, H. Wörn, K. Crailsheim, in: IEEE/RSJ 2008 International
    Conference on Intelligent Robots and Systems (IROS’08), IEEE Press, 2008, pp.
    1415--1420.'
date_created: 2020-11-16T14:03:10Z
date_updated: 2022-01-06T06:54:26Z
department:
- _id: '63'
- _id: '238'
doi: 10.1109/IROS.2008.4651038
language:
- iso: eng
page: 1415--1420
publication: IEEE/RSJ 2008 International Conference on Intelligent Robots and Systems
  (IROS'08)
publisher: IEEE Press
status: public
title: Spatial Macroscopic Models of a Bio-Inspired Robotic Swarm Algorithm
type: conference
user_id: '15415'
year: '2008'
...
---
_id: '20369'
abstract:
- lang: eng
  text: Designing and analyzing self-organizing systems such as robotic swarms is
    a challenging task even though we have complete knowledge about the robot’s interior.
    It is difficult to determine the individual robot’s behavior based on the swarm
    behavior and vice versa due to the high number of agent–agent interactions. A
    step towards a solution of this problem is the development of appropriate models
    which accurately predict the swarm behavior based on a specified control algorithm.
    Such models would reduce the necessary number of time-consuming simulations and
    experiments during the design process of an algorithm. In this paper we propose
    a model with focus on an explicit representation of space because the effectiveness
    of many swarm robotic scenarios depends on spatial inhomogeneity. We use methods
    of statistical physics to address spatiality. Starting from a description of a
    single robot we derive an abstract model of swarm motion. The model is then extended
    to a generic model framework of communicating robots. In two examples we validate
    models against simulation results. Our experience shows that qualitative correctness
    is easily achieved, while quantitative correctness is disproportionately more
    difficult but still possible.
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Heinz
  full_name: Wörn, Heinz
  last_name: Wörn
citation:
  ama: Hamann H, Wörn H. A framework of space–time continuous models for algorithm
    design in swarm robotics. <i>Swarm Intelligence</i>. 2008;2(2-4):209-239. doi:<a
    href="https://doi.org/10.1007/s11721-008-0015-3">10.1007/s11721-008-0015-3</a>
  apa: Hamann, H., &#38; Wörn, H. (2008). A framework of space–time continuous models
    for algorithm design in swarm robotics. <i>Swarm Intelligence</i>, <i>2</i>(2–4),
    209–239. <a href="https://doi.org/10.1007/s11721-008-0015-3">https://doi.org/10.1007/s11721-008-0015-3</a>
  bibtex: '@article{Hamann_Wörn_2008, title={A framework of space–time continuous
    models for algorithm design in swarm robotics}, volume={2}, DOI={<a href="https://doi.org/10.1007/s11721-008-0015-3">10.1007/s11721-008-0015-3</a>},
    number={2–4}, journal={Swarm Intelligence}, author={Hamann, Heiko and Wörn, Heinz},
    year={2008}, pages={209–239} }'
  chicago: 'Hamann, Heiko, and Heinz Wörn. “A Framework of Space–Time Continuous Models
    for Algorithm Design in Swarm Robotics.” <i>Swarm Intelligence</i> 2, no. 2–4
    (2008): 209–39. <a href="https://doi.org/10.1007/s11721-008-0015-3">https://doi.org/10.1007/s11721-008-0015-3</a>.'
  ieee: H. Hamann and H. Wörn, “A framework of space–time continuous models for algorithm
    design in swarm robotics,” <i>Swarm Intelligence</i>, vol. 2, no. 2–4, pp. 209–239,
    2008.
  mla: Hamann, Heiko, and Heinz Wörn. “A Framework of Space–Time Continuous Models
    for Algorithm Design in Swarm Robotics.” <i>Swarm Intelligence</i>, vol. 2, no.
    2–4, 2008, pp. 209–39, doi:<a href="https://doi.org/10.1007/s11721-008-0015-3">10.1007/s11721-008-0015-3</a>.
  short: H. Hamann, H. Wörn, Swarm Intelligence 2 (2008) 209–239.
date_created: 2020-11-16T14:05:49Z
date_updated: 2022-01-06T06:54:26Z
department:
- _id: '63'
- _id: '238'
doi: 10.1007/s11721-008-0015-3
intvolume: '         2'
issue: 2-4
language:
- iso: eng
page: 209-239
publication: Swarm Intelligence
publication_identifier:
  issn:
  - 1935-3812
  - 1935-3820
publication_status: published
status: public
title: A framework of space–time continuous models for algorithm design in swarm robotics
type: journal_article
user_id: '15415'
volume: 2
year: '2008'
...
---
_id: '20374'
author:
- first_name: Marco
  full_name: Dorigo, Marco
  last_name: Dorigo
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Marc
  full_name: Szymanski, Marc
  last_name: Szymanski
- first_name: Heinz
  full_name: Wörn, Heinz
  last_name: Wörn
- first_name: Yuhui
  full_name: Shi, Yuhui
  last_name: Shi
citation:
  ama: 'Dorigo M, Hamann H, Szymanski M, Wörn H, Shi Y. Orientation in a Trail Network
    by Exploiting its Geometry for Swarm Robotics. In: <i>IEEE Swarm Intelligence
    Symposium, Honolulu, USA, April 1-5</i>. IEEE Press; 2007:310--315. doi:<a href="https://doi.org/10.1109/SIS.2007.367953">10.1109/SIS.2007.367953</a>'
  apa: Dorigo, M., Hamann, H., Szymanski, M., Wörn, H., &#38; Shi, Y. (2007). Orientation
    in a Trail Network by Exploiting its Geometry for Swarm Robotics. In <i>IEEE Swarm
    Intelligence Symposium, Honolulu, USA, April 1-5</i> (pp. 310--315). IEEE Press.
    <a href="https://doi.org/10.1109/SIS.2007.367953">https://doi.org/10.1109/SIS.2007.367953</a>
  bibtex: '@inproceedings{Dorigo_Hamann_Szymanski_Wörn_Shi_2007, title={Orientation
    in a Trail Network by Exploiting its Geometry for Swarm Robotics}, DOI={<a href="https://doi.org/10.1109/SIS.2007.367953">10.1109/SIS.2007.367953</a>},
    booktitle={IEEE Swarm Intelligence Symposium, Honolulu, USA, April 1-5}, publisher={IEEE
    Press}, author={Dorigo, Marco and Hamann, Heiko and Szymanski, Marc and Wörn,
    Heinz and Shi, Yuhui}, year={2007}, pages={310--315} }'
  chicago: Dorigo, Marco, Heiko Hamann, Marc Szymanski, Heinz Wörn, and Yuhui Shi.
    “Orientation in a Trail Network by Exploiting Its Geometry for Swarm Robotics.”
    In <i>IEEE Swarm Intelligence Symposium, Honolulu, USA, April 1-5</i>, 310--315.
    IEEE Press, 2007. <a href="https://doi.org/10.1109/SIS.2007.367953">https://doi.org/10.1109/SIS.2007.367953</a>.
  ieee: M. Dorigo, H. Hamann, M. Szymanski, H. Wörn, and Y. Shi, “Orientation in a
    Trail Network by Exploiting its Geometry for Swarm Robotics,” in <i>IEEE Swarm
    Intelligence Symposium, Honolulu, USA, April 1-5</i>, 2007, pp. 310--315.
  mla: Dorigo, Marco, et al. “Orientation in a Trail Network by Exploiting Its Geometry
    for Swarm Robotics.” <i>IEEE Swarm Intelligence Symposium, Honolulu, USA, April
    1-5</i>, IEEE Press, 2007, pp. 310--315, doi:<a href="https://doi.org/10.1109/SIS.2007.367953">10.1109/SIS.2007.367953</a>.
  short: 'M. Dorigo, H. Hamann, M. Szymanski, H. Wörn, Y. Shi, in: IEEE Swarm Intelligence
    Symposium, Honolulu, USA, April 1-5, IEEE Press, 2007, pp. 310--315.'
date_created: 2020-11-17T14:59:51Z
date_updated: 2022-01-06T06:54:26Z
department:
- _id: '63'
- _id: '238'
doi: 10.1109/SIS.2007.367953
language:
- iso: eng
page: 310--315
publication: IEEE Swarm Intelligence Symposium, Honolulu, USA, April 1-5
publisher: IEEE Press
status: public
title: Orientation in a Trail Network by Exploiting its Geometry for Swarm Robotics
type: conference
user_id: '15415'
year: '2007'
...
---
_id: '20431'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Heinz
  full_name: Wörn, Heinz
  last_name: Wörn
- first_name: Erol
  full_name: Sahin, Erol
  last_name: Sahin
- first_name: Winfield
  full_name: Spears, Winfield
  last_name: Spears
- first_name: Winfield
  full_name: Winfield, Winfield
  last_name: Winfield
citation:
  ama: 'Hamann H, Wörn H, Sahin E, Spears W, Winfield W. An analytical and spatial
    model of foraging in a swarm of robots. In: <i>Swarm Robotics - Second SAB 2006
    International Workshop</i>. Vol 4433. ; 2007:43--55. doi:<a href="https://doi.org/10.1007/978-3-540-71541-2_4">10.1007/978-3-540-71541-2_4</a>'
  apa: Hamann, H., Wörn, H., Sahin, E., Spears, W., &#38; Winfield, W. (2007). An
    analytical and spatial model of foraging in a swarm of robots. In <i>Swarm Robotics
    - Second SAB 2006 International Workshop</i> (Vol. 4433, pp. 43--55). <a href="https://doi.org/10.1007/978-3-540-71541-2_4">https://doi.org/10.1007/978-3-540-71541-2_4</a>
  bibtex: '@inproceedings{Hamann_Wörn_Sahin_Spears_Winfield_2007, title={An analytical
    and spatial model of foraging in a swarm of robots}, volume={4433}, DOI={<a href="https://doi.org/10.1007/978-3-540-71541-2_4">10.1007/978-3-540-71541-2_4</a>},
    booktitle={Swarm Robotics - Second SAB 2006 International Workshop}, author={Hamann,
    Heiko and Wörn, Heinz and Sahin, Erol and Spears, Winfield and Winfield, Winfield},
    year={2007}, pages={43--55} }'
  chicago: Hamann, Heiko, Heinz Wörn, Erol Sahin, Winfield Spears, and Winfield Winfield.
    “An Analytical and Spatial Model of Foraging in a Swarm of Robots.” In <i>Swarm
    Robotics - Second SAB 2006 International Workshop</i>, 4433:43--55, 2007. <a href="https://doi.org/10.1007/978-3-540-71541-2_4">https://doi.org/10.1007/978-3-540-71541-2_4</a>.
  ieee: H. Hamann, H. Wörn, E. Sahin, W. Spears, and W. Winfield, “An analytical and
    spatial model of foraging in a swarm of robots,” in <i>Swarm Robotics - Second
    SAB 2006 International Workshop</i>, 2007, vol. 4433, pp. 43--55.
  mla: Hamann, Heiko, et al. “An Analytical and Spatial Model of Foraging in a Swarm
    of Robots.” <i>Swarm Robotics - Second SAB 2006 International Workshop</i>, vol.
    4433, 2007, pp. 43--55, doi:<a href="https://doi.org/10.1007/978-3-540-71541-2_4">10.1007/978-3-540-71541-2_4</a>.
  short: 'H. Hamann, H. Wörn, E. Sahin, W. Spears, W. Winfield, in: Swarm Robotics
    - Second SAB 2006 International Workshop, 2007, pp. 43--55.'
date_created: 2020-11-19T11:22:26Z
date_updated: 2022-01-06T06:54:27Z
department:
- _id: '63'
- _id: '238'
doi: 10.1007/978-3-540-71541-2_4
intvolume: '      4433'
language:
- iso: eng
page: 43--55
publication: Swarm Robotics - Second SAB 2006 International Workshop
status: public
title: An analytical and spatial model of foraging in a swarm of robots
type: conference
user_id: '15415'
volume: 4433
year: '2007'
...
---
_id: '20432'
abstract:
- lang: eng
  text: Designing and implementing artificial self-organizing systems is a challenging
    task since they typically behave non- intuitive and only little theoretical foundations
    exist. Predicting a system of many components with a huge amount of interactions
    is beyond human skills. The currently common use of simulations for design support
    is not satisfying, as it is time-consuming and the results are most likely sub-
    optimal. In this work, we present the derivation of an analytical, time-, and
    space-continuous model for a swarm of autonomous robots based on the Fokker-Planck
    equation. While the motion model is in most parts physically motivated, the communication
    model is based on a heuristic approach. A showcase application to a recently proposed
    scenario of collective perception in a huge swarm of robots with very limited
    abilities is given and the simulation results are compared to the model. Despite
    the high level of abstraction, the prediction discrepancies are small and the
    parameters can be mapped one-to-one from the model to the control algorithm. Finally,
    we give an outlook on the capabilities of the proposed model, discuss its limitations,
    and suggest an improvement that could reduce the number of empirically determined
    parameters.
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Heinz
  full_name: Wörn, Heinz
  last_name: Wörn
citation:
  ama: 'Hamann H, Wörn H. A Space- and Time-Continuous Model of Self-Organizing Robot
    Swarms for Design Support. In: <i>First International Conference on Self-Adaptive
    and Self-Organizing Systems (SASO 2007)</i>. ; 2007:23--31. doi:<a href="https://doi.org/10.1109/saso.2007.3">10.1109/saso.2007.3</a>'
  apa: Hamann, H., &#38; Wörn, H. (2007). A Space- and Time-Continuous Model of Self-Organizing
    Robot Swarms for Design Support. In <i>First International Conference on Self-Adaptive
    and Self-Organizing Systems (SASO 2007)</i> (pp. 23--31). <a href="https://doi.org/10.1109/saso.2007.3">https://doi.org/10.1109/saso.2007.3</a>
  bibtex: '@inproceedings{Hamann_Wörn_2007, title={A Space- and Time-Continuous Model
    of Self-Organizing Robot Swarms for Design Support}, DOI={<a href="https://doi.org/10.1109/saso.2007.3">10.1109/saso.2007.3</a>},
    booktitle={First International Conference on Self-Adaptive and Self-Organizing
    Systems (SASO 2007)}, author={Hamann, Heiko and Wörn, Heinz}, year={2007}, pages={23--31}
    }'
  chicago: Hamann, Heiko, and Heinz Wörn. “A Space- and Time-Continuous Model of Self-Organizing
    Robot Swarms for Design Support.” In <i>First International Conference on Self-Adaptive
    and Self-Organizing Systems (SASO 2007)</i>, 23--31, 2007. <a href="https://doi.org/10.1109/saso.2007.3">https://doi.org/10.1109/saso.2007.3</a>.
  ieee: H. Hamann and H. Wörn, “A Space- and Time-Continuous Model of Self-Organizing
    Robot Swarms for Design Support,” in <i>First International Conference on Self-Adaptive
    and Self-Organizing Systems (SASO 2007)</i>, 2007, pp. 23--31.
  mla: Hamann, Heiko, and Heinz Wörn. “A Space- and Time-Continuous Model of Self-Organizing
    Robot Swarms for Design Support.” <i>First International Conference on Self-Adaptive
    and Self-Organizing Systems (SASO 2007)</i>, 2007, pp. 23--31, doi:<a href="https://doi.org/10.1109/saso.2007.3">10.1109/saso.2007.3</a>.
  short: 'H. Hamann, H. Wörn, in: First International Conference on Self-Adaptive
    and Self-Organizing Systems (SASO 2007), 2007, pp. 23--31.'
date_created: 2020-11-19T11:24:11Z
date_updated: 2022-01-06T06:54:27Z
department:
- _id: '63'
- _id: '238'
doi: 10.1109/saso.2007.3
language:
- iso: eng
page: 23--31
publication: First International Conference on Self-Adaptive and Self-Organizing Systems
  (SASO 2007)
publication_identifier:
  isbn:
  - '0769529062'
publication_status: published
status: public
title: A Space- and Time-Continuous Model of Self-Organizing Robot Swarms for Design
  Support
type: conference
user_id: '15415'
year: '2007'
...
---
_id: '20433'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Heinz
  full_name: Wörn, Heinz
  last_name: Wörn
- first_name: Marius
  full_name: Nagy, Marius
  last_name: Nagy
- first_name: Naya
  full_name: Nagy, Naya
  last_name: Nagy
citation:
  ama: Hamann H, Wörn H, Nagy M, Nagy N. Embodied Computation. <i>Parallel Processing
    Letters</i>. 2007;17(3):287--298.
  apa: Hamann, H., Wörn, H., Nagy, M., &#38; Nagy, N. (2007). Embodied Computation.
    <i>Parallel Processing Letters</i>, <i>17</i>(3), 287--298.
  bibtex: '@article{Hamann_Wörn_Nagy_Nagy_2007, title={Embodied Computation}, volume={17},
    number={3}, journal={Parallel Processing Letters}, author={Hamann, Heiko and Wörn,
    Heinz and Nagy, Marius and Nagy, Naya}, year={2007}, pages={287--298} }'
  chicago: 'Hamann, Heiko, Heinz Wörn, Marius Nagy, and Naya Nagy. “Embodied Computation.”
    <i>Parallel Processing Letters</i> 17, no. 3 (2007): 287--298.'
  ieee: H. Hamann, H. Wörn, M. Nagy, and N. Nagy, “Embodied Computation,” <i>Parallel
    Processing Letters</i>, vol. 17, no. 3, pp. 287--298, 2007.
  mla: Hamann, Heiko, et al. “Embodied Computation.” <i>Parallel Processing Letters</i>,
    vol. 17, no. 3, 2007, pp. 287--298.
  short: H. Hamann, H. Wörn, M. Nagy, N. Nagy, Parallel Processing Letters 17 (2007)
    287--298.
date_created: 2020-11-19T11:32:32Z
date_updated: 2022-01-06T06:54:27Z
department:
- _id: '63'
- _id: '238'
intvolume: '        17'
issue: '3'
language:
- iso: eng
page: 287--298
publication: Parallel Processing Letters
status: public
title: Embodied Computation
type: journal_article
user_id: '15415'
volume: 17
year: '2007'
...
---
_id: '20434'
abstract:
- lang: eng
  text: 'Current research in Micro, Nano and Swarm Robots as results of the European
    projects Miniman, MiCRoN and I-SWARM will be presented. First, the design and
    the control of 5 to 10cm3 sized mobile micro robots with five degrees of freedom
    will be shown. They can handle miniaturized parts as for example an optical component
    or a biological cell with a size in the micrometre-area with an accuracy of 100nm
    under a microscope or a raster-electron microscope. Second, the design and the
    control of a 1cm3-sized mobile untethered micro robot will be demonstrated. Here,
    the robot consists of five parts: the Piezzo locomotion module, the micro control
    unit, the communication unit, the navigation system and the micro gripper. The
    mobile robot can be guided and positioned in an arena with an accuracy of 5 micrometre
    and can be programmed and controlled over the wireless communication unit. Third,
    the design and the control of 3 × 3 × 3 mm3 sized micro-/nanorobots with 2 degrees
    of freedom will be presented. The transmission of energy and the communication
    between the robots is realized via infrared. The robot controller is fully integrated
    and has limited functionalities. Via basic sensors communication functions and
    elementary rules and behaviours the micro robot can act in a swarm consisting
    of hundreds and thousands of robots. Future applications could be monitoring-,
    inspection-, exploring-tasks etc. of big areas or objects.'
author:
- first_name: Heiko
  full_name: Hamann, Heiko
  last_name: Hamann
- first_name: Marc
  full_name: Szymanski, Marc
  last_name: Szymanski
- first_name: Heinz
  full_name: Wörn, Heinz
  last_name: Wörn
- first_name: Ramon
  full_name: Estana, Ramon
  last_name: Estana
- first_name: Ming
  full_name: Xie, Ming
  last_name: Xie
- first_name: Steven
  full_name: Dubowsky, Steven
  last_name: Dubowsky
citation:
  ama: 'Hamann H, Szymanski M, Wörn H, Estana R, Xie M, Dubowsky S. From Micro to
    Nano and Swarm Robotics. In: <i>Advances in Climbing and Walking Robots. Proceedings
    of 10th International Conference (CLAWAR’07), Singapore, July 16-18</i>. ; 2007:15--24.
    doi:<a href="https://doi.org/10.1142/9789812770189_0003">10.1142/9789812770189_0003</a>'
  apa: Hamann, H., Szymanski, M., Wörn, H., Estana, R., Xie, M., &#38; Dubowsky, S.
    (2007). From Micro to Nano and Swarm Robotics. In <i>Advances in Climbing and
    walking robots. Proceedings of 10th International Conference (CLAWAR’07), Singapore,
    July 16-18</i> (pp. 15--24). <a href="https://doi.org/10.1142/9789812770189_0003">https://doi.org/10.1142/9789812770189_0003</a>
  bibtex: '@inproceedings{Hamann_Szymanski_Wörn_Estana_Xie_Dubowsky_2007, title={From
    Micro to Nano and Swarm Robotics}, DOI={<a href="https://doi.org/10.1142/9789812770189_0003">10.1142/9789812770189_0003</a>},
    booktitle={Advances in Climbing and walking robots. Proceedings of 10th International
    Conference (CLAWAR’07), Singapore, July 16-18}, author={Hamann, Heiko and Szymanski,
    Marc and Wörn, Heinz and Estana, Ramon and Xie, Ming and Dubowsky, Steven}, year={2007},
    pages={15--24} }'
  chicago: Hamann, Heiko, Marc Szymanski, Heinz Wörn, Ramon Estana, Ming Xie, and
    Steven Dubowsky. “From Micro to Nano and Swarm Robotics.” In <i>Advances in Climbing
    and Walking Robots. Proceedings of 10th International Conference (CLAWAR’07),
    Singapore, July 16-18</i>, 15--24, 2007. <a href="https://doi.org/10.1142/9789812770189_0003">https://doi.org/10.1142/9789812770189_0003</a>.
  ieee: H. Hamann, M. Szymanski, H. Wörn, R. Estana, M. Xie, and S. Dubowsky, “From
    Micro to Nano and Swarm Robotics,” in <i>Advances in Climbing and walking robots.
    Proceedings of 10th International Conference (CLAWAR’07), Singapore, July 16-18</i>,
    2007, pp. 15--24.
  mla: Hamann, Heiko, et al. “From Micro to Nano and Swarm Robotics.” <i>Advances
    in Climbing and Walking Robots. Proceedings of 10th International Conference (CLAWAR’07),
    Singapore, July 16-18</i>, 2007, pp. 15--24, doi:<a href="https://doi.org/10.1142/9789812770189_0003">10.1142/9789812770189_0003</a>.
  short: 'H. Hamann, M. Szymanski, H. Wörn, R. Estana, M. Xie, S. Dubowsky, in: Advances
    in Climbing and Walking Robots. Proceedings of 10th International Conference (CLAWAR’07),
    Singapore, July 16-18, 2007, pp. 15--24.'
date_created: 2020-11-19T11:37:49Z
date_updated: 2022-01-06T06:54:27Z
department:
- _id: '63'
- _id: '238'
doi: 10.1142/9789812770189_0003
language:
- iso: eng
page: 15--24
publication: Advances in Climbing and walking robots. Proceedings of 10th International
  Conference (CLAWAR'07), Singapore, July 16-18
status: public
title: From Micro to Nano and Swarm Robotics
type: conference
user_id: '15415'
year: '2007'
...
