Stigmergy in Multi Agent Reinforcement Learning

Kitakyushu, Japan December 05-December 08

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http://doi.ieeecomputersociety.org/10.1109/ICHIS.2004.87

Fourth International Conference on Hy ...

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	Raghav Aras, Alain Dutech, Fran?ois Charpillet, "Stigmergy in Multi Agent Reinforcement Learning," Hybrid Intelligent Systems, International Conference on, pp. 468-469, Fourth International Conference on Hybrid Intelligent Systems (HIS'04), 2004.

	BibTex	x
	@article{ 10.1109/ICHIS.2004.87, author = {Raghav Aras and Alain Dutech and Fran?ois Charpillet}, title = {Stigmergy in Multi Agent Reinforcement Learning}, journal ={Hybrid Intelligent Systems, International Conference on}, volume = {0}, year = {2004}, isbn = {0-7695-2291-2}, pages = {468-469}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICHIS.2004.87}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Hybrid Intelligent Systems, International Conference on TI - Stigmergy in Multi Agent Reinforcement Learning SN - 0-7695-2291-2 SP468 EP469 A1 - Raghav Aras, A1 - Alain Dutech, A1 - Fran?ois Charpillet, PY - 2004 KW - null VL - 0 JA - Hybrid Intelligent Systems, International Conference on ER -

Raghav Aras, Loria \ INRIA-Lorraine, France

Alain Dutech, Loria \ INRIA-Lorraine, France

Fran?ois Charpillet, Loria \ INRIA-Lorraine, France

In this paper, we describe how certain aspects of the biological phenomena of stigmergy can be imported into multiagent reinforcement learning (MARL), with the purpose of better enabling coordination of agent actions and speeding up learning. In particular, we detail how these stigmergic aspects can be used to define an inter-agent communication framework.

Citation:

Raghav Aras, Alain Dutech, Fran?ois Charpillet, "Stigmergy in Multi Agent Reinforcement Learning," his, pp.468-469, Fourth International Conference on Hybrid Intelligent Systems (HIS'04), 2004

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