Solving POMDPs Using Selected Past Events. - Alain Dutech (ECAI, 2000)

Incremental reinforcement learning for designing multi-agent systems. - Olivier Buffet; Alain Dutech; François Charpillet (Agents, 2001)

Multi-Agent Systems by Incremental Gradient Reinforcement Learning. - Alain Dutech; Olivier Buffet; François Charpillet (IJCAI, 2001)

Learning to weigh basic behaviors in scalable agents. - Olivier Buffet; Alain Dutech; François Charpillet (AAMAS, 2002)

Adaptive Combination of Behaviors in an Agent. - Olivier Buffet; Alain Dutech; François Charpillet (ECAI, 2002)

Automatic generation of an agent's basic behaviors. - Olivier Buffet; Alain Dutech; François Charpillet (AAMAS, 2003)

Apprentissage par renforcement pour les processus décisionnels de Markov partiellement observés Apprendre une extension sélective du passé. - Alain Dutech; Manuel Samuelides (Rev. d'Intelligence Artif., 2003)

Apprentissage par renforcement pour la conception de systèmes multi-agents réactifs. - Olivier Buffet; François Charpillet; Alain Dutech (Tech. Sci. Informatiques, 2003)

Stigmergy in Multi Agent Reinforcement Learning. - Raghav Aras; Alain Dutech; François Charpillet (HIS, 2004)

Cooperation in stochastic games through communication. - Raghav Aras; Alain Dutech; François Charpillet (AAMAS, 2005)

Développement autonome des comportements de base d'un agent. - Olivier Buffet; Alain Dutech; François Charpillet (Rev. d'Intelligence Artif., 2005)

Computing the Equilibria of Bimatrix Games Using Dominance Heuristics. - Raghav Aras; Alain Dutech; François Charpillet (ICTAI, 2006)

Étude de différentes combinaisons de comportements adaptatives. - Olivier Buffet; Alain Dutech; François Charpillet (Rev. d'Intelligence Artif., 2006)

Mixed Integer Linear Programming for Exact Finite-Horizon Planning in Decentralized Pomdps. - Raghav Aras; Alain Dutech; François Charpillet (ICAPS, 2007)

Shaping multi-agent systems with gradient reinforcement learning. - Olivier Buffet; Alain Dutech; François Charpillet (Auton. Agents Multi Agent Syst., 2007)

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

An Investigation into Mathematical Programming for Finite Horizon Decentralized POMDPs. - Raghav Aras; Alain Dutech (J. Artif. Intell. Res., 2010)

Self-organizing Developmental Reinforcement Learning. - Alain Dutech (SAB, 2012)

Simulation-based behavior tracking of pedestrians in partially observed indoor environments. - Arsène Fansi Tchango; Vincent Thomas; Olivier Buffet; Fabien Flacher; Alain Dutech (AAMAS, 2014)

Simultaneous Tracking and Activity Recognition (STAR) using Advanced Agent-Based Behavioral Simulations. - Arsène Fansi Tchango; Vincent Thomas; Olivier Buffet; Fabien Flacher; Alain Dutech (ECAI, 2014)

Tracking multiple interacting targets using a joint probabilistic Data Association filter. - Arsène Fansi Tchango; Vincent Thomas; Olivier Buffet; Alain Dutech; Fabien Flacher (FUSION, 2014)

Towards the Usage of Advanced Behavioral Simulations for Simultaneous Tracking and Activity Recognition. - Arsène Fansi Tchango; Vincent Thomas; Olivier Buffet; Fabien Flacher; Alain Dutech (STAIRS, 2014)

Neural fitted actor-critic. - Matthieu Zimmer; Yann Boniface; Alain Dutech (ESANN, 2016)

Autonomous construction and exploitation of a spatial memory by a self-motivated agent. - Simon L. Gay; Alain Mille; Olivier L. Georgeon; Alain Dutech (Cogn. Syst. Res., 2017)

Developmental Reinforcement Learning through Sensorimotor Space Enlargement. - Matthieu Zimmer; Yann Boniface; Alain Dutech (ICDL-EPIROB, 2018)

Reconstruction d'état caché avec cartes auto-organisatrices récurrentes. - Alain Dutech; Jérémy Fix; Hervé Frezza-Buet (JFPDA, 2018)

Density Independent Self-organized Support for Q-Value Function Interpolation in Reinforcement Learning. - Antonin Calba; Alain Dutech; Jérémy Fix (ESANN, 2021)

Exploring Sensitization in the Context of Extending the Behavior of an Artificial Agent. - Tristan Gillard; Jérémy Fix; Alain Dutech (SAB, 2022)