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

Une double approche modulaire de l'apprentissage par renforcement pour des agents intelligents adaptatifs. (A Twofold Modular Approach of Reinforcement Learning for Adaptive Intelligent Agents). - Olivier Buffet (2003)

Planification robuste avec (L)RTDP. - Olivier Buffet; Douglas Aberdeen (CAP, 2005)

Robust Planning with (L)RTDP. - Olivier Buffet; Douglas Aberdeen (IJCAI, 2005)

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

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

Concurrent Probabilistic Temporal Planning with Policy-Gradients. - Douglas Aberdeen; Olivier Buffet (ICAPS, 2007)

FF + FPG: Guiding a Policy-Gradient Planner. - Olivier Buffet; Douglas Aberdeen (ICAPS, 2007)

Factored Planning Using Decomposition Trees. - Elena Kelareva; Olivier Buffet; Jinbo Huang; Sylvie Thiébaux (IJCAI, 2007)

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

Reachability Analysis for Uncertain SSPS. - Olivier Buffet (Int. J. Artif. Intell. Tools, 2007)

Policy-Gradients for PSRs and POMDPs. - Douglas Aberdeen; Olivier Buffet; Owen Thomas (AISTATS, 2007)

Theoretical Study of Ant-based Algorithms for Multi-Agent Patrolling. - Arnaud Glad; Olivier Simonin 001; Olivier Buffet; François Charpillet (ECAI, 2008)

Global Multiprocessor Real-Time Scheduling as a Constraint Satisfaction Problem. - Liliana Cucu-Grosjean; Olivier Buffet (ICPP Workshops, 2009)

Self-Organization of Patrolling-Ant Algorithms. - Arnaud Glad; Olivier Buffet; Olivier Simonin 001; François Charpillet (SASO, 2009)

The factored policy-gradient planner. - Olivier Buffet; Douglas Aberdeen (Artif. Intell., 2009)

Influence of different execution models on patrolling ant behaviors: from agents to robots. - Arnaud Glad; Olivier Simonin 001; Olivier Buffet; François Charpillet (AAMAS, 2010)

A Closer Look at MOMDPs. - Mauricio Araya-López; Vincent Thomas; Olivier Buffet; François Charpillet (ICTAI (2), 2010)

From "I Like" to "I Prefer" in Collaborative Filtering. - Armelle Brun; Ahmad Hamad; Olivier Buffet; Anne Boyer (ICTAI (2), 2010)

A POMDP Extension with Belief-dependent Rewards. - Mauricio Araya-López; Olivier Buffet; Vincent Thomas; François Charpillet (NIPS, 2010)

Active Learning of MDP Models. - Mauricio Araya-López; Olivier Buffet; Vincent Thomas; François Charpillet (EWRL, 2011)

Optimal Priority Assignment Algorithms for Probabilistic Real-Time Systems. - Dorin Maxim; Olivier Buffet; Luca Santinelli; Liliana Cucu-Grosjean; Robert I. Davis 001 (RTNS, 2011)

MOMDPs: A Solution for Modelling Adaptive Management Problems. - Iadine Chades; Josie Carwardine; Tara G. Martin; Samuel Nicol; Régis Sabbadin; Olivier Buffet (AAAI, 2012)

POMDPs Make Better Hackers: Accounting for Uncertainty in Penetration Testing. - Carlos Sarraute; Olivier Buffet; Jörg Hoffmann 001 (AAAI, 2012)

Near-Optimal BRL using Optimistic Local Transitions. - Mauricio Araya-López; Olivier Buffet; Vincent Thomas (ICML, 2012)

Cooperative Behaviors for the Self-Regulation of Autonomous Vehicles in Space Sharing Conflicts. - Mohamed Tlig; Olivier Buffet; Olivier Simonin 001 (ICTAI, 2012)

Adaptive Management of Migratory Birds Under Sea Level Rise. - Samuel Nicol; Olivier Buffet; Takuya Iwamura; Iadine Chades (IJCAI, 2013)

Reactive Coordination Rules for Traffic Optimization in Road Sharing Problems. - Mohamed Tlig; Olivier Buffet; Olivier Simonin 001 (PAAMS (Workshops), 2013)

Penetration Testing == POMDP Solving? - Carlos Sarraute; Olivier Buffet; Jörg Hoffmann 001 (CoRR, 2013)

Les POMDP font de meilleurs hackers: Tenir compte de l'incertitude dans les tests de penetration. - Carlos Sarraute; Olivier Buffet; Jörg Hoffmann 001 (CoRR, 2013)

Introduction. - Bruno Zanuttini; Guillaume Laurent; Olivier Buffet (Rev. d'Intelligence Artif., 2013)

Exploiting separability in multiagent planning with continuous-state MDPs. - Jilles Steeve Dibangoye; Christopher Amato; Olivier Buffet; François Charpillet (AAMAS, 2014)

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

Learning Pruning Rules for Heuristic Search Planning. - Michal Krajnanský; Jörg Hoffmann 001; Olivier Buffet; Alan Fern (ECAI, 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)

Stop-Free Strategies for Traffic Networks: Decentralized On-line Optimization. - Mohamed Tlig; Olivier Buffet; Olivier Simonin 001 (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)

Decentralized traffic management: A synchronization-based intersection control. - Mohamed Tlig; Olivier Buffet; Olivier Simonin 001 (ICALT, 2014)

Error-Bounded Approximations for Infinite-Horizon Discounted Decentralized POMDPs. - Jilles Steeve Dibangoye; Olivier Buffet; François Charpillet (ECML/PKDD (1), 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)

Exploiting Separability in Multiagent Planning with Continuous-State MDPs (Extended Abstract). - Jilles Steeve Dibangoye; Christopher Amato; Olivier Buffet; François Charpillet (IJCAI, 2015)

Structural Results for Cooperative Decentralized Control Models. - Jilles Steeve Dibangoye; Olivier Buffet; Olivier Simonin 001 (IJCAI, 2015)

Revisiting Goal Probability Analysis in Probabilistic Planning. - Marcel Steinmetz; Jörg Hoffmann 001; Olivier Buffet (ICAPS, 2016)

Optimally Solving Dec-POMDPs as Continuous-State MDPs. - Jilles Steeve Dibangoye; Christopher Amato; Olivier Buffet; François Charpillet (J. Artif. Intell. Res., 2016)

Goal Probability Analysis in Probabilistic Planning: Exploring and Enhancing the State of the Art. - Marcel Steinmetz; Jörg Hoffmann 001; Olivier Buffet (J. Artif. Intell. Res., 2016)

Intersections intelligentes pour le contrôle de véhicules sans pilote. Coordination locale et optimisation globale. - Olivier Buffet; Olivier Simonin 001; Mohamed Tlig (Rev. d'Intelligence Artif., 2016)

Prise de décision séquentielle dans l'incertain : Exploiter la structure et rester dans le cadre. - Olivier Buffet (2017)

Learning to Act in Decentralized Partially Observable MDPs. - Jilles Steeve Dibangoye; Olivier Buffet (ICML, 2018)

Recherche heuristique pour jeux stochastiques (à somme nulle). - Olivier Buffet; Jilles Steeve Dibangoye; Abdallah Saffidine; Vincent Thomas (JFPDA, 2018)

Learning to Act in Continuous Dec-POMDPs. - Jilles Steeve Dibangoye; Olivier Buffet (JFPDA, 2018)

rho-POMDPs have Lipschitz-Continuous epsilon-Optimal Value Functions. - Mathieu Fehr; Olivier Buffet; Vincent Thomas; Jilles Steeve Dibangoye (NeurIPS, 2018)

Reinforcement Learning. - Olivier Buffet; Olivier Pietquin; Paul Weng (A Guided Tour of Artificial Intelligence Research (1) (I), 2020)

Solving K-MDPs. - Jonathan Ferrer-Mestres; Thomas G. Dietterich; Olivier Buffet; Iadine Chadès (ICAPS, 2020)

Monte Carlo Information-Oriented Planning. - Vincent Thomas; Gérémy Hutin; Olivier Buffet (ECAI, 2020)

Optimally Solving Two-Agent Decentralized POMDPs Under One-Sided Information Sharing. - Yuxuan Xie; Jilles Dibangoye; Olivier Buffet (ICML, 2020)

Reinforcement Learning. - Olivier Buffet; Olivier Pietquin; Paul Weng (CoRR, 2020)

On Bellman's Optimality Principle for zs-POSGs. - Olivier Buffet; Jilles Dibangoye; Aurélien Delage; Abdallah Saffidine; Vincent Thomas (CoRR, 2020)

K-N-MOMDPs: Towards Interpretable Solutions for Adaptive Management. - Jonathan Ferrer-Mestres; Thomas G. Dietterich; Olivier Buffet; Iadine Chades (AAAI, 2021)

Solving infinite-horizon Dec-POMDPs using Finite State Controllers within JESP. - Yang You 003; Vincent Thomas; Francis Colas; Olivier Buffet (ICTAI, 2021)

HSVI fo zs-POSGs using Concavity, Convexity and Lipschitz Properties. - Aurélien Delage; Olivier Buffet; Jilles Dibangoye (CoRR, 2021)

Heuristic Search Value Iteration for Zero-Sum Stochastic Games. - Olivier Buffet; Jilles Dibangoye; Abdallah Saffidine; Vincent Thomas (IEEE Trans. Games, 2021)

Robust Robot Planning for Human-Robot Collaboration. - Yang You 003; Vincent Thomas; Francis Colas; Rachid Alami 001; Olivier Buffet (ICRA, 2023)

Global min-max Computation for α-Hölder Games. - Aurélien Delage; Olivier Buffet; Jilles Steeve Dibangoye (ICTAI, 2023)

Comment rendre des comportements plus prédictibles. - Salomé Lepers; Vincent Thomas; Olivier Buffet (JIAF, 2023)

Monte-Carlo Search for an Equilibrium in Dec-POMDPs. - Yang You 003; Vincent Thomas; Francis Colas; Olivier Buffet (UAI, 2023)

Solving Hierarchical Information-Sharing Dec-POMDPs: An Extensive-Form Game Approach. - Johan Peralez; Aurélien Delage; Olivier Buffet; Jilles Steeve Dibangoye (ICML, 2024)

Un cadre pour la planification consciente d'un observateur sous observabilité partielle. - Salomé Lepers; Vincent Thomas; Olivier Buffet (JIAF-JFPDA, 2024)

Online Robust Robot Planning for Human-Robot Collaboration. - Yang You 003; Vincent Thomas; Francis Colas; Robert Skilton; Olivier Buffet (TAROS (2), 2024)

Approximation Algorithms for Observer Aware MDPs. - Shuwa Miura; Olivier Buffet; Shlomo Zilberstein (UAI, 2024)

How to Exhibit More Predictable Behaviors. - Salomé Lepers; Sophie Lemonnier; Vincent Thomas; Olivier Buffet (CoRR, 2024)

HSVI Can Solve Zero-Sum Partially Observable Stochastic Games. - Aurélien Delage; Olivier Buffet; Jilles Steeve Dibangoye; Abdallah Saffidine (Dyn. Games Appl., 2024)

Observer-Aware Probabilistic Planning under Partial Observability. - Salomé Lepers; Vincent Thomas; Olivier Buffet (AAMAS, 2025)

Post-Hoc Interpretation of POMDP Policies. - Geoffrey Laforest; Olivier Buffet; Alexandre Niveau; Bruno Zanuttini (JIAF-JFPDA, 2025)

Partially Observable Monte-Carlo Graph Search. - Yang You 003; Vincent Thomas; Alex Schutz; Robert Skilton; Nick Hawes; Olivier Buffet (CoRR, 2025)