Skip to Main content Skip to Navigation
Conference papers

Stigmergy in multi-agent reinforcement learning

Raghav Aras 1 Alain Dutech 1 François Charpillet 1
1 MAIA - Autonomous intelligent machine
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
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.
Document type :
Conference papers
Complete list of metadata

Cited literature [6 references]  Display  Hide  Download

https://hal.inria.fr/inria-00000209
Contributor : Raghav Aras <>
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

Identifiers

Collections

Citation

Raghav Aras, Alain Dutech, François Charpillet. Stigmergy in multi-agent reinforcement learning. Fourth International Conference on Hybrid Intelligent Systems - HIS'04, Dec 2004, Kitakyushu/Japan, pp.468-469, ⟨10.1109/ICHIS.2004.87⟩. ⟨inria-00000209⟩

Share

Metrics

Record views

292

Files downloads

472