Social Adaptation of Robots for Modulating Self-Organization in Animal Societies

被引:3
|
作者
Zahadat, Payam [1 ]
Bodi, Michael [1 ]
Salem, Ziad [2 ]
Bonnet, Frank [3 ]
de Oliveira, Marcelo Elias [3 ]
Mondada, Francesco [3 ]
Griparic, Karlo [4 ]
Haus, Tomislav [4 ]
Bogdan, Stjepan [4 ]
Mills, Rob [5 ]
Mariano, Pedro [5 ]
Correia, Luis [5 ]
Kernbach, Olga [6 ]
Kernbach, Serge [6 ]
Schmickl, Thomas [1 ]
机构
[1] Karl Franzens Univ Graz, Artificial Life Lab, Dept Zool, Graz, Austria
[2] Aleppo Univ, Dept Comp Engn, Elect & Elect Engn Fac, Aleppo, Syria
[3] Swiss Fed Inst Technol EPFL, Robot Syst Lab, Lausanne, Switzerland
[4] Fac Elect Engn & Comp, Lab Robot & Intelligent Control Syst, Zagreb, Croatia
[5] Univ Lisbon, Fac Ciencias, LabMAg, Lisbon, Portugal
[6] Cybertronica Res, Res Ctr Adv Robot & Environm Sci, Stuttgart, Germany
来源
2014 IEEE EIGHTH INTERNATIONAL CONFERENCE ON SELF-ADAPTIVE AND SELF-ORGANIZING SYSTEMS WORKSHOPS (SASOW) | 2014年
关键词
D O I
10.1109/SASOW.2014.13
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The goal of the work presented here is to influence the overall behaviour of specific animal societies by integrating computational mechatronic devices (robots) into those societies. To do so, these devices should be accepted by the animals as part of the society and/or as part of the collectively formed environment. For that, we have developed two sets of robotic hardware for integrating into societies of two different animals: zebrafish and young honeybees. We also developed mechanisms to provide feedback from the behaviours of societies for the controllers of the robotic system. Two different computational methods are then used as the controllers of the robots in simulation and successfully adapted by evolutionary algorithms to influence the simulated animals for desired behaviours. Together, these advances in mechatronic hardware, feedback mechanisms, and controller methodology are laying essential foundations to facilitate experiments on modulating self-organised behaviour in mixed animal-robot societies.
引用
收藏
页码:55 / 60
页数:6
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