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ORCIDAlain Dutech
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- affiliation: INRIA, France
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2020 – today
- 2022
[c20]Tristan Gillard
, Jérémy Fix, Alain Dutech:
Exploring Sensitization in the Context of Extending the Behavior of an Artificial Agent. SAB 2022: 15-27- 2021
- [c19]Antonin Calba, Alain Dutech, Jérémy Fix:
Density Independent Self-organized Support for Q-Value Function Interpolation in Reinforcement Learning. ESANN 2021
2010 – 2019
- 2018
- [c18]Matthieu Zimmer, Yann Boniface, Alain Dutech:
Developmental Reinforcement Learning through Sensorimotor Space Enlargement. ICDL-EPIROB 2018: 33-38 - [c17]Alain Dutech, Jérémy Fix, Hervé Frezza-Buet:
Reconstruction d'état caché avec cartes auto-organisatrices récurrentes. JFPDA 2018 - [e1]Olivier Buffet, Alain Dutech, Vincent Thomas:
Journées Francophone Planification, Décision et Apprentissage pour la conduite des systèmes, JFPDA 2018, Nancy, France, July 2-3, 2018. HAL 2018 [contents] - 2017
- [j7]Simon L. Gay, Alain Mille, Olivier L. Georgeon, Alain Dutech:
Autonomous construction and exploitation of a spatial memory by a self-motivated agent. Cogn. Syst. Res. 41: 1-35 (2017) - 2016
- [c16]Matthieu Zimmer, Yann Boniface, Alain Dutech:
Neural fitted actor-critic. ESANN 2016 - 2014
- [c15]Arsène Fansi Tchango, Vincent Thomas, Olivier Buffet, Fabien Flacher, Alain Dutech:
Simulation-based behavior tracking of pedestrians in partially observed indoor environments. AAMAS 2014: 1589-1590 - [c14]Arsène Fansi Tchango, Vincent Thomas, Olivier Buffet, Fabien Flacher, Alain Dutech:
Simultaneous Tracking and Activity Recognition (STAR) using Advanced Agent-Based Behavioral Simulations. ECAI 2014: 1105-1106 - [c13]Arsène Fansi Tchango, Vincent Thomas, Olivier Buffet, Alain Dutech, Fabien Flacher:
Tracking multiple interacting targets using a joint probabilistic Data Association filter. FUSION 2014: 1-8 - [c12]Arsène Fansi Tchango, Vincent Thomas, Olivier Buffet, Fabien Flacher, Alain Dutech:
Towards the Usage of Advanced Behavioral Simulations for Simultaneous Tracking and Activity Recognition. STAIRS 2014: 121-130 - [i3]Raghav Aras, Alain Dutech:
An Investigation into Mathematical Programming for Finite Horizon Decentralized POMDPs. CoRR abs/1401.3831 (2014) - 2012
- [c11]Alain Dutech:
Self-organizing Developmental Reinforcement Learning. SAB 2012: 310-319 - 2010
- [b1]Alain Dutech:
Apprentissage par Renforcement : Au delà des Processus Décisionnels de Markov (Vers la cognition incarnée). Nancy 2 University, France, 2010 - [j6]Raghav Aras, Alain Dutech:
An Investigation into Mathematical Programming for Finite Horizon Decentralized POMDPs. J. Artif. Intell. Res. 37: 329-396 (2010)
2000 – 2009
- 2007
- [j5]Olivier Buffet, Alain Dutech, François Charpillet:
Shaping multi-agent systems with gradient reinforcement learning. Auton. Agents Multi Agent Syst. 15(2): 197-220 (2007) - [c10]Raghav Aras, Alain Dutech, François Charpillet:
Mixed Integer Linear Programming for Exact Finite-Horizon Planning in Decentralized Pomdps. ICAPS 2007: 18-25 - [i2]Raghav Aras, Alain Dutech, François Charpillet:
Mixed Integer Linear Programming For Exact Finite-Horizon Planning In Decentralized Pomdps. CoRR abs/0707.2506 (2007) - 2006
- [j4]Olivier Buffet, Alain Dutech, François Charpillet:
Étude de différentes combinaisons de comportements adaptatives. Rev. d'Intelligence Artif. 20(2-3): 311-344 (2006) - [c9]Raghav Aras, Alain Dutech, François Charpillet:
Computing the Equilibria of Bimatrix Games Using Dominance Heuristics. ICTAI 2006: 773-782 - [i1]Raghav Aras, Alain Dutech, François Charpillet:
Computing the Equilibria of Bimatrix Games using Dominance Heuristics. CoRR abs/cs/0612039 (2006) - 2005
- [j3]Olivier Buffet, Alain Dutech, François Charpillet:
Développement autonome des comportements de base d'un agent. Rev. d'Intelligence Artif. 19(4-5): 603-632 (2005) - [c8]Raghav Aras, Alain Dutech, François Charpillet:
Cooperation in stochastic games through communication. AAMAS 2005: 1197-1198 - 2004
- [c7]Raghav Aras, Alain Dutech, François Charpillet:
Stigmergy in Multi Agent Reinforcement Learning. HIS 2004: 468-469 - 2003
- [j2]Alain Dutech, Manuel Samuelides:
Apprentissage par renforcement pour les processus décisionnels de Markov partiellement observés Apprendre une extension sélective du passé. Rev. d'Intelligence Artif. 17(4): 559-589 (2003) - [j1]Olivier Buffet, François Charpillet, Alain Dutech:
Apprentissage par renforcement pour la conception de systèmes multi-agents réactifs. Tech. Sci. Informatiques 22(4): 219-231 (2003) - [c6]Olivier Buffet, Alain Dutech, François Charpillet:
Automatic generation of an agent's basic behaviors. AAMAS 2003: 875-882 - 2002
- [c5]Olivier Buffet, Alain Dutech, François Charpillet:
Learning to weigh basic behaviors in scalable agents. AAMAS 2002: 1264-1265 - [c4]Olivier Buffet, Alain Dutech, François Charpillet:
Adaptive Combination of Behaviors in an Agent. ECAI 2002: 48-52 - 2001
- [c3]Olivier Buffet, Alain Dutech, François Charpillet:
Incremental reinforcement learning for designing multi-agent systems. Agents 2001: 31-32 - [c2]Alain Dutech, Olivier Buffet, François Charpillet:
Multi-Agent Systems by Incremental Gradient Reinforcement Learning. IJCAI 2001: 833-838 - 2000
- [c1]Alain Dutech:
Solving POMDPs Using Selected Past Events. ECAI 2000: 281-285
Coauthor Index
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