Three Cases of Connectivity and Global Information Transfer in Robot Swarms

In this work we consider three different cases of robot-robot interactions and resulting global information transfer in robot swarms. These mechanisms define cooperative properties of the system and can be used for designing collective behavior. These three cases are demonstrated and discussed based on experiments in a swarm of microrobots "Jasmine".

[1]  Thomas W. Malone,et al.  MODELING COORDINATION IN ORGANIZATIONS AND MARKETS**Accepted by Richard M. Burton; received August 27, 1986. This paper has been with the author 2 months for 1 revision. , 1988 .

[2]  Serge Kernbach,et al.  Specialization and generalization of robot behaviour in swarm energy foraging , 2012 .

[3]  Paul E. Johnson Economic Simulations in Swarm: Agent-Based Modelling and Object Oriented Programming Edited by Francesco Luna and Benedikt Stefansson , 2001, J. Artif. Soc. Soc. Simul..

[4]  P. Levi,et al.  Cognitive micro-Agents: individual and collective perception in microrobotic swarm , 2005 .

[5]  Paul Levi,et al.  Collective AI: context awareness via communication , 2005, IJCAI.

[6]  Serge Kernbach,et al.  Structural self-organization in multi-agents and multi-robotic systems , 2008 .

[7]  Sergey Kornienko,et al.  IR-based Communication and Perception in Microrobotic Swarms , 2011, ArXiv.

[8]  Serge Kernbach Improving the Scalability of Collective Systems , 2013 .

[9]  Paul Levi,et al.  About Nature of Emergent Behavior in Micro-Systems , 2004, ICINCO.

[10]  Serge Kernbach,et al.  Re-embodiment of Honeybee Aggregation Behavior in an Artificial Micro-Robotic System , 2009, Adapt. Behav..

[11]  Serge Kernbach,et al.  Symbiotic robot organisms: REPLICATOR and SYMBRION projects , 2008, PerMIS.

[12]  S Erol Swarm Robotics: From Sources of Inspiration to Domains of Application , 2005 .

[13]  Michael Schanz,et al.  APPLICATION OF ORDER PARAMETER EQUATIONS FOR THE ANALYSIS AND THE CONTROL OF NONLINEAR TIME DISCRETE DYNAMICAL SYSTEMS , 1999 .

[14]  Paul Levi,et al.  Minimalistic approach towards communication and perception in microrobotic swarms , 2005, 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[15]  Serge Kernbach,et al.  Collective foraging: Cleaning, energy harvesting and trophallaxis , 2013 .

[16]  Nicholas R. Jennings,et al.  Coordination techniques for distributed artificial intelligence , 1996 .

[17]  Edmund H. Durfee,et al.  Coordination of distributed problem solvers , 1988 .

[18]  Marco Dorigo,et al.  Swarm intelligence: from natural to artificial systems , 1999 .

[19]  Serge Kernbach,et al.  Symbiotic Multi-Robot Organisms - Reliability, Adaptability, Evolution , 2010, Cognitive Systems Monographs.

[20]  Serge Kernbach,et al.  Evolve-Ability of the Robot Platform in the Symbrion Project , 2008, 2008 Second IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops.

[21]  Serge Kernbach,et al.  Collective energy homeostasis in a large-scale microrobotic swarm , 2011, Robotics Auton. Syst..

[22]  Serge Kernbach,et al.  On Adaptive Self-Organization in Artificial Robot Organisms , 2009, 2009 Computation World: Future Computing, Service Computation, Cognitive, Adaptive, Content, Patterns.

[23]  Serge Kernbach,et al.  Evolutionary robotics: The next-generation-platform for on-line and on-board artificial evolution , 2009, 2009 IEEE Congress on Evolutionary Computation.

[24]  Gerhard Weiss,et al.  Multiagent Systems , 1999 .

[25]  Paul Levi,et al.  Generation of Desired Emergent Behavior in Swarm of Micro-Robots , 2004, ECAI.

[26]  Paul Levi,et al.  Flexible Manufacturing Process Planning based on the Multi-agent Technology , 2003, Applied Informatics.

[27]  Serge Kernbach,et al.  Adaptation and Self-adaptation of Developmental Multi-Robot Systems , 2010 .

[28]  A. Fleischmann Distributed Systems , 1994, Springer Berlin Heidelberg.

[29]  Milind Tambe,et al.  Allocating tasks in extreme teams , 2005, AAMAS '05.

[30]  Paul Levi,et al.  Swarm Embodiment - A New Way for Deriving Emergent Behavior in Artificial Swarms , 2005, AMS.

[31]  Gerhard Weiss,et al.  Multiagent systems: a modern approach to distributed artificial intelligence , 1999 .

[32]  Paul Levi,et al.  From real robot swarm to evolutionary multi-robot organism , 2007, 2007 IEEE Congress on Evolutionary Computation.

[33]  Serge Kernbach,et al.  Study of Macroscopic Morphological Features of Symbiotic Robotic Organisms , 2008 .

[34]  Joseph Y. Halpern,et al.  Knowledge and common knowledge in a distributed environment , 1984, JACM.

[35]  Serge Kernbach,et al.  Stability of On-Line and On-Board Evolving of Adaptive Collective Behavior , 2008, EUROS.

[36]  Mauro Birattari,et al.  Swarm Intelligence , 2012, Lecture Notes in Computer Science.

[37]  Paul Levi,et al.  Collective decision making using natural self-organization in distributed systems , 2001 .