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inria-00100765v1  Conference papers
Olivier BuffetAlain DutechFrançois Charpillet. Learning to weigh basic behaviors in Scalable Agents
First International Joint Conference on Autonomous Agents and Multiagent Systems - AAMAS 2002, 2002, Bologna, Italy, pp.1264-1265
inria-00100766v1  Conference papers
Olivier BuffetAlain DutechFrançois Charpillet. Adaptive Combination of Behaviors in an Agent
European Conference on Artificial Intelligence - ECAI'02, 2002, Lyon, France, pp.48-52
inria-00101090v1  Conference papers
Alain DutechOlivier BuffetFrançois Charpillet. Multi-Agent Systems by Incremental Gradient Reinforcement Learning.
17th International Joint Conference on Artificial Intelligence, 2001, Seattle, WA, USA, pp.833--838
inria-00099564v1  Conference papers
Alain DutechOlivier BuffetFrançois Charpillet. Apprentissage par renforcement pour la conception de Systèmes Multi-Agents Réactifs
Journées Francophones sur les Systèmes Multi-Agents 2003 - JFSMA'03, 2003, Hammamet, Tunise, pp.219-231
hal-00642715v1  Journal articles
Alain DutechEtienne CoutureauAlain Marchand. A reinforcement learning approach to instrumental contingency degradation in rats
Journal of Physiology - Paris, Elsevier, 2011, Computational Neuroscience: Neurocomp 2010, 105 (1-3), pp.36-44. ⟨10.1016/j.jphysparis.2011.07.017⟩
inria-00099563v1  Journal articles
Alain DutechManuel Samuelides. Apprentissage par renforcement pour les processus décisionnels de Markov partiellement observés.
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, Lavoisier, 2003, 17 (4), pp.559-589
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inria-00102188v1  Conference papers
Raghav ArasAlain DutechFrançois Charpillet. Efficient Learning in Games
Conférence Francophone sur l'Apprentissage Automatique - CAP 2006, 2006, Trégastel, France
inria-00100538v1  Conference papers
Olivier BuffetFrançois CharpilletAlain Dutech. Incremental reinforcement learning for designing multi-agent systems
5th International Conference on Autonomous Agents, Jun 2001, Montréal, Canada, 8 p
inria-00099829v1  Conference papers
Alain DutechOlivier Buffet. Proceedings of the Sixth European Workshop on Reinforcement Learning
Sixth European Workshop on Reinforcement Learning - EWRL-6, Olivier Buffet, Iadine Chadès, Alain Dutech, Frédérick Garcia, 2003, Nancy, France, 50 p
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inria-00119272v1  Journal articles
Olivier BuffetAlain DutechFrançois Charpillet. Etude de différentes combinaisons de comportements adaptatives.
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, Lavoisier, 2006, Décision et planification dans l'incertain, 20 (2-3), pp.311-344
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inria-00517006v1  Conference papers
Emmanuel DaucéAlain Dutech. Online Learning with Noise: A Kernel-Based Policy-Gradient Approach
Conférence Française de Neurosciences Computationnelles - NeuroComp 2010, Oct 2010, Lyon, France
hal-01073429v1  Conference papers
Arsène Fansi TchangoVincent ThomasOlivier BuffetFabien FlacherAlain Dutech. Tracking Multiple Interacting Targets Using a Joint Probabilistic Data Association Filter
FUSION 2014 - the 17th International Conference on Information Fusion, Jul 2014, Salamanca, Spain
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hal-01260210v1  Book sections
Alain Dutech. L'intelligence du geste robotique
Michel Guérin. Le Geste entre émergence et apparence, Presses Universitaires de Provence (PUP), 2014, 978-2-85399-953-3
hal-00922142v2  Journal articles
Alain DutechBruno ScherrerChristophe Thiery. La carotte et le bâton... et Tetris
Images des Mathématiques, CNRS, 2013
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hal-00723550v1  Reports
Marc LegendreKévin HollardOlivier BuffetAlain Dutech. MineSweeper: Where to Probe?
[Research Report] RR-8041, INRIA. 2012, pp.26
hal-01073424v1  Conference papers
Arsène Fansi TchangoVincent ThomasOlivier BuffetFabien FlacherAlain Dutech. Simultaneous Tracking and Activity Recognition (STAR) using Advanced Agent-Based Behavioral Simulations.
ECAI - Proceedings of the Twenty-first European Conference on Artificial Intelligence, Aug 2014, Pragues, Czech Republic
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hal-00705350v1  Conference papers
Alain Dutech. Self-organizing developmental reinforcement learning
International Conference on Simulated Animal Behavior, 2012, Odense, Denmark
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inria-00000210v1  Conference papers
Raghav ArasAlain DutechFrançois Charpillet. Cooperation through communication in decentralized Markov games
International Conference on Advances in Intelligent Systems - Theory and Applications - AISTA'2004, Nov 2004, Luxembourg-Kirchberg/Luxembourg
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inria-00000573v1  Conference papers
Olivier BuffetAlain DutechFrançois Charpillet. Self-Growth of Basic Behaviors in an Action Selection Based Agent
Eighth International Conference on Simulation of Adaptive Behavior (SAB'04), Jul 2004, Los Angeles, CA, USA, pp.223-232
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inria-00000212v1  Conference papers
Raghav ArasAlain Dutech. Apprentissage par renforcement et jeux stochastiques à information incomplète
Cinquièmes Journées Nationales sur Processus Décisionnel de Markov et Intelligence Artificielle - PDMIA'05, Jun 2005, Lille/France
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inria-00179596v1  Conference papers
Alain Dutech. Modèles stochastiques de la prise de décision collective
Colloque de l'Association pour la Recherche Cognitive - ARCo'07 : Cognition – Complexité – Collectif, ARCo - INRIA - EKOS, Nov 2007, Nancy, France. pp.167-176
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inria-00162469v1  Conference papers
Raghav ArasAlain DutechFrançois Charpillet. Une méthode de programmation linéaire mixte pour les POMDP décentralisé à horizon fini
2e Journées Francophones Planification, Décision, Apprentissage pour la conduite de systèmes - JFPDA 2007, Jul 2007, Grenoble, France
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inria-00000209v1  Conference papers
Raghav ArasAlain DutechFrançois 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⟩
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inria-00633433v1  Conference papers
Alain Dutech. Dynamic reservoir for developmental reinforcement learning
Workshop on Development and Learning in Artificial Neural Networks (DevLeaNN), Oct 2011, Paris, France. pp.37-40