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Stigmergy in multi-agent reinforcement learning
Abstract : In this paper, we describe how certain aspects of the biological phenomena of stigmergy can be imported into multi-agent 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.
Cited literature [6 references]
https://hal.inria.fr/inria-00000209
Contributor : Raghav Aras Connect in order to contact the contributor
Submitted on : Tuesday, September 13, 2005 - 3:00:57 PM
Last modification on : Friday, February 26, 2021 - 3:28:04 PM
Long-term archiving on: : Thursday, April 1, 2010 - 10:24:05 PM
Contributor : Raghav Aras Connect in order to contact the contributor
Submitted on : Tuesday, September 13, 2005 - 3:00:57 PM
Last modification on : Friday, February 26, 2021 - 3:28:04 PM
Long-term archiving on: : Thursday, April 1, 2010 - 10:24:05 PM