DocumentCode :
2845669
Title :
Stigmergy in multiagent reinforcement learning
Author :
Aras, Raghav ; Dutech, Alain ; Charpillet, François
Author_Institution :
Loria, Inst. Nat. de Recherche en Inf. et Autom., Nancy, France
fYear :
2004
fDate :
5-8 Dec. 2004
Firstpage :
468
Lastpage :
469
Abstract :
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.
Keywords :
artificial life; learning (artificial intelligence); multi-agent systems; biological stigmergy phenomena; inter-agent communication; multiagent reinforcement learning; Animals; Hybrid intelligent systems; Labeling; Learning; State-space methods;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Hybrid Intelligent Systems, 2004. HIS '04. Fourth International Conference on
Print_ISBN :
0-7695-2291-2
Type :
conf
DOI :
10.1109/ICHIS.2004.87
Filename :
1410049
Link To Document :
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