Alain Dutech - researchr alias

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Viewing Publication 1 - 28 from 28

2022

Exploring Sensitization in the Context of Extending the Behavior of an Artificial AgentTristan Gillard, Jérémy Fix, Alain Dutech. sab 2022: 15-27 [doi]

2021

Density Independent Self-organized Support for Q-Value Function Interpolation in Reinforcement LearningAntonin Calba, Alain Dutech, Jérémy Fix. esann 2021: [doi]

2018

Reconstruction d'état caché avec cartes auto-organisatrices récurrentesAlain Dutech, Jérémy Fix, Hervé Frezza-Buet. jfpda 2018: [doi]

Developmental Reinforcement Learning through Sensorimotor Space EnlargementMatthieu Zimmer, Yann Boniface, Alain Dutech. icdl-epirob 2018: 33-38 [doi]

2017

Autonomous construction and exploitation of a spatial memory by a self-motivated agentSimon L. Gay, Alain Mille, Olivier L. Georgeon, Alain Dutech. cogsr, 41:1-35, 2017. [doi]

2016

Neural fitted actor-criticMatthieu Zimmer, Yann Boniface, Alain Dutech. esann 2016: [doi]

2014

2012

Self-organizing Developmental Reinforcement LearningAlain Dutech. sab 2012: 310-319 [doi]

2010

An Investigation into Mathematical Programming for Finite Horizon Decentralized POMDPsRaghav Aras, Alain Dutech. jair, 37:329-396, 2010. [doi]

Apprentissage par Renforcement : Au delà des Processus Décisionnels de Markov (Vers la cognition incarnée)Alain Dutech. 2010. [doi]

2007

Mixed Integer Linear Programming for Exact Finite-Horizon Planning in Decentralized PomdpsRaghav Aras, Alain Dutech, François Charpillet. aips 2007: 18-25

Shaping multi-agent systems with gradient reinforcement learningOlivier Buffet, Alain Dutech, François Charpillet. AAMAS, 15(2):197-220, 2007. [doi]

2006

Computing the Equilibria of Bimatrix Games Using Dominance HeuristicsRaghav Aras, Alain Dutech, François Charpillet. ictai 2006: 773-782 [doi]

Étude de différentes combinaisons de comportements adaptativesOlivier Buffet, Alain Dutech, François Charpillet. ria, 20(2-3):311-344, 2006. [doi]

2005

Cooperation in stochastic games through communicationRaghav Aras, Alain Dutech, François Charpillet. atal 2005: 1197-1198 [doi]

Développement autonome des comportements de base d un agentOlivier Buffet, Alain Dutech, François Charpillet. ria, 19(4-5):603-632, 2005. [doi]

2004

Stigmergy in Multi Agent Reinforcement LearningRaghav Aras, Alain Dutech, François Charpillet. his 2005: 468-469 [doi]

2003

Automatic generation of an agent s basic behaviorsOlivier Buffet, Alain Dutech, François Charpillet. atal 2003: 875-882 [doi]

Apprentissage par renforcement pour la conception de systèmes multi-agents réactifsOlivier Buffet, François Charpillet, Alain Dutech. tsi, 22(4):219-231, 2003. [doi]

Apprentissage par renforcement pour les processus dÃ©cisionnels de Markov partiellement observÃ©s Apprendre une extension sÃ©lective du passÃ©Alain Dutech, Manuel Samuelides. ria, 17(4):559-589, 2003. [doi]

2002

Adaptive Combination of Behaviors in an AgentOlivier Buffet, Alain Dutech, François Charpillet. ecai 2002: 48-52

Learning to weigh basic behaviors in scalable agentsOlivier Buffet, Alain Dutech, François Charpillet. atal 2002: 1264-1265 [doi]

2001

Incremental reinforcement learning for designing multi-agent systemsOlivier Buffet, Alain Dutech, François Charpillet. agents 2001: 31-32 [doi]

Multi-Agent Systems by Incremental Gradient Reinforcement LearningAlain Dutech, Olivier Buffet, François Charpillet. IJCAI 2001: 833-838

2000

Solving POMDPs Using Selected Past EventsAlain Dutech. ecai 2000: 281-285

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