Olivier Buffet
Publications
Publications
How to Exhibit More Predictable BehaviorsThe European Journal on Artificial Intelligence, 2025, The European Journal on Artificial Intelligence, ⟨10.1177/30504554251353513⟩ |
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HSVI Can Solve Zero-Sum Partially Observable Stochastic GamesDynamic Games and Applications, 2023, pp.58. ⟨10.1007/s13235-023-00519-6⟩ |
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Heuristic Search Value Iteration for zero-sum Stochastic GamesIEEE Transactions on Games, 2021, 13 (3), pp.1-10. ⟨10.1109/TG.2020.3005214⟩ |
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Optimally Solving Dec-POMDPs as Continuous-State MDPsJournal of Artificial Intelligence Research, 2016, 55, pp.443-497. ⟨10.1613/jair.4623⟩ |
Intersections intelligentes pour le contrôle de véhicules sans pilote : coordination locale et optimisation globaleRevue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2016, 30 (3), pp.353-382. ⟨10.3166/ria.30.353-382⟩ |
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Goal Probability Analysis in MDP Probabilistic Planning: Exploring and Enhancing the State of the ArtJournal of Artificial Intelligence Research, 2016, 57, pp.229 - 271. ⟨10.1613/jair.5153⟩ |
The Factored Policy-Gradient PlannerArtificial Intelligence (AIJ), 2009, 173 (5-6), pp.722-747. ⟨10.1016/j.artint.2008.11.008⟩ |
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Reachability Analysis for Uncertain SSPsInternational Journal on Artificial Intelligence Tools, 2007, 16 (4), pp.725-749. ⟨10.1142/S0218213007003527⟩ |
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Shaping Multi-Agent Systems with Gradient Reinforcement LearningAutonomous Agents and Multi-Agent Systems, 2007, 15 (2), pp.197--220. ⟨10.1007/s10458-006-9010-5⟩ |
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Etude de différentes combinaisons de comportements adaptatives.Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2006, Décision et planification dans l'incertain, 20 (2-3), pp.311-344 |
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Développement autonome des comportements de base d'un agentRevue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2005, Apprentissage automatique, 19 (4-5), pp.603-632 |
Online Robust Robot Planning for Human-Robot CollaborationTAROS 2024 - 25th Toward Autonomous Robotic Systems Conference, Ana Cavalcanti, Simon Foster, Rob Richardson, Aug 2024, Londres, United Kingdom. pp.11, ⟨10.1007/978-3-031-72062-8_1⟩ |
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Partially Observable Monte-Carlo Graph SearchInternational Conference on Automated Planning and Scheduling, Nov 2025, Melbourne, Australia. pp.279-287, ⟨10.1609/icaps.v35i1.36129⟩ |
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Observer-Aware Probabilistic Planning under Partial ObservabilityAAMAS 2025 - 24th International Conference on Autonomous Agents and Multiagent Systems, May 2025, Detroit (Michigan), United States |
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Post-Hoc Interpretation of POMDP Policies28th European Conference on Artificial Intelligence (ECAI 2025), Oct 2025, Bologna (ITALY), Italy |
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Post-Hoc Interpretation of POMDP PoliciesActes des Journées d'Intelligence Artificielle Fondamentale (JIAF 2025) et des Journées Francophones sur la Planification, la Décision et l’Apprentissage pour la conduite de systèmes (JFPDA 2025), Jun 2025, Dijon, France |
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ε-Optimally Solving Two-Player Zero-Sum POSGsAnnual Conference on Neural Information Processing Systems, Dec 2025, San Diego (Californie - EU) et Mexico City (Mexique), United States |
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Approximation Algorithms for Observer Aware MDPs40th Conference on Uncertainty in Artificial Intelligence (UAI), Negar Kiyavash; Joris Mooij, Jul 2024, Barcelone, Spain |
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Un cadre pour la planification consciente d'un observateur sous observabilité partielle18es Journées d’Intelligence Artificielle Fondamentale et 19es Journées Francophones sur la Planification, la Décision et l’Apprentissage pour la conduite de systèmes, Jean-Guy Mailly; François Schwarzentruber; Anaelle Wilczynski, Jul 2024, La Rochelle, France |
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Solving Hierarchical Information-Sharing Dec-POMDPs: An Extensive-Form Game ApproachICML 2024 - 41st International Conference on Machine Learning, Jul 2024, Vienne, Austria. pp.63010 |
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Robust Robot Planning for Human-Robot Collaboration2023 IEEE International Conference on Robotics and Automation (ICRA), May 2023, London, United Kingdom. pp.9793-9799, ⟨10.1109/ICRA48891.2023.10161406⟩ |
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Global min-max Computation for α-Hölder GamesICTAI 2023 - 35th IEEE International Conference on Tools with Artificial Intelligence, Nov 2023, Atlanta (Georgia), United States. pp.518-525 |
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Monte-Carlo Search for an Equilibrium in Dec-POMDPsThe 39th Conference on Uncertainty in Artificial Intelligence (UAI), Jul 2023, Pittsburgh, PA, United States. ⟨10.48550/arXiv.2305.11811⟩ |
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Comment rendre des comportements plus prédictiblesJIAF-JFPDA - Journées d’Intelligence Artificielle Fondamentale, Jul 2023, Strasbourg, France |
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Global Min-Max Computation for α-Hölder Zero-Sum GamesGAIW 2023 - 5th Games, Agents, and Incentives Workshop, May 2023, Londres (London), United Kingdom. pp.1-9 |
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Heuristic Search Value Iteration can solve zero-sum Partially Observable Stochastic GamesMSDM 202311th Multiagent Sequential Decision Making under Uncertainty Workshop ; Held as part of the Workshops at the IFAAMAS 2023 - 21st International Conference on Autonomous Agents and Multiagent Systems, May 2023, Londres, United Kingdom |
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Max-Min Optimization for Lipschitz-Continuous FunctionsROADEF 2022 - 23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France. pp.1-2 |
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Planification robuste pour la collaboration homme-robotJournées Francophones Planification, Décision et Apprentissage (JFPDA), François Schwarzentruber, Jun 2022, Saint Etienne (FR), France |
K-N-MOMDPs: Towards Interpretable Solutions for Adaptive ManagementAAAI 2021 - 35th AAAI Conference on Artificial Intelligence, Feb 2021, Virtual, United States |
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HSVI pour zs-POSG usant de propriétés de convexité, concavité, et Lipschitz-continuitéJFPDA 2021 - Journées Francophones Planification, Décision et Apprentissage, Jun 2021, Bordeaux (virtuel), France. pp.1-14 |
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Solving infinite-horizon Dec-POMDPs using Finite State Controllers within JESPICTAI 2021 - IEEE 33rd International Conference on Tools with Artificial Intelligence, Nov 2021, Washington/virtual, United States. pp.427-434, ⟨10.1109/ICTAI52525.2021.00069⟩ |
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Résolution de Dec-POMDP à horizon infini à l'aide de contrôleurs à états finis dans JESPJFPDA 2021 - Journées Francophones Planification, Décision et Apprentissage, Jun 2021, Bordeaux (virtuel), France |
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Monte Carlo Information-Oriented Planning24th ECAI 2020 - European Conference on Artificial Intelligence, Aug 2020, Santiago de Compostela, Spain |
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Sur le principe d'optimalité de Bellman pour les zs-POSGJFPDA 2020 - Journées Francophones surla Planification, la Décision et l’Apprentissagepour la conduite de systèmes, Jun 2020, Angers (virtuel), France. pp.1-3 |
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Optimally Solving Two-Agent Decentralized POMDPs Under One-Sided Information SharingICML 2020 - 37th International Conference on Machine Learning, Jul 2020, Vienne / Virtual, Austria. pp.1-10 |
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Multiagent Planning and Learning As MILPJFPDA 2020 - Journées Francophones surla Planification, la Décision et l’Apprentissagepour la conduite de systèmes, Jun 2020, Angers (virtuel), France. pp.1-12 |
Solving $K$-MDPsICAPS 2020 - International Conference on Automated Planning and Scheduling, Oct 2020, Nancy / Virtual, France |
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Planification Monte Carlo orientée informationJFPDA 2019 - Journées Francophones sur la Planification, la Décision et l'Apprentissage pour la conduite de systèmes, Jul 2019, Toulouse, France |
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ρ-POMDPs have Lipschitz-Continuous ϵ-Optimal Value FunctionsNIPS 2018 - Thirty-second Conference on Neural Information Processing Systems, Dec 2018, Montréal, Canada. pp.1-27 |
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Learning to Act in Continuous Dec-POMDPsJFPDA 2018 - Journées Francophones sur la Planification, la Décision et l'Apprentissage pour la conduite de systèmes, Jul 2018, Nancy, France. pp.1-10 |
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Recherche heuristique pour jeux stochastiques (à somme nulle)JFPDA 2018 - Journées Francophones sur la Planification, la Décision et l'Apprentissage pour la conduite de systèmes, Jul 2018, Nancy, France. pp.1-8 |
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Learning to Act in Decentralized Partially Observable MDPsICML 2018 - 35th International Conference on Machine Learning, Jul 2018, Stockholm, Sweden. pp.1233-1242 |
MDP s-lipschitziens et ρ-POMDP non-convexesJournées Francophones sur la Planification, la Décision et l'Apprentissage pour la conduite de systèmes (JFPDA 2017), Jul 2017, Caen, France |
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Revisiting Goal Probability Analysis in Probabilistic Planning26th International Conference on Automated Planning and Scheduling, Jun 2016, London, United Kingdom |
Exploiting separability in multiagent planning with continuous-state mdps (extended abstract)IJCAI 2015 - 24th International Joint Conference on Artificial Intelligence, Jul 2015, Buenos Aires, Argentina |
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Structural results for cooperative decentralized control modelsProceedings of the twenty-fourth international joint conference on artificial intelligence, IJCAI 2015, Jul 2015, Buenos Aires, Argentina |
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Résultats structurels pour les modèles de contrôle décentralisés coopératifsJournées Francophones Planification, Décision et Apprentissage pour le contrôle de systèmes, Jul 2015, Rennes, France |
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Collecte dirigée d'informations et Jeux VidéosJournée Jeux Vidéos & IA - Plateforme AFIA 2015, Jul 2015, Rennes, France |
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Error-Bounded Approximations for Infinite-Horizon Discounted Decentralized POMDPsEuropean Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD), Sep 2014, Nancy, France. pp.338 - 353, ⟨10.1007/978-3-662-44848-9_22⟩ |
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Decentralized Traffic Management: A Synchronization-Based Intersection ControlInternational Conference on Advanced Logistics and Transport, May 2014, Hammamet, Tunisia |
Tracking Multiple Interacting Targets Using a Joint Probabilistic Data Association FilterFUSION 2014 - the 17th International Conference on Information Fusion, Jul 2014, Salamanca, Spain |
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Stop-Free Strategies for Traffic Networks: Decentralized On-line OptimizationECAI 2014 - 21th European Conference on Artificial Intelligence. Including Prestigious Applications of Artificial Intelligence (PAIS-2014), Aug 2014, Prague, Czech Republic |
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Learning Pruning Rules for Heuristic Search Planning21st European Conference on Artificial Intelligence, Aug 2014, Prague, Czech Republic |
Simulation-Based Behavior Tracking of Pedestrians in Partially Observed Indoor Environments.AAMAS 2014 - the thirteenth international conference on autonomous agents and multiagent systems, May 2014, Paris, France |
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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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Exploiting Separability in Multiagent Planning with Continuous-State MDPsAAMAS 2014 - 13th International Conference on Autonomous Agents and Multiagent Systems, May 2014, Paris, France |
Towards the Usage of Advanced Behavioral Simulations for Simultaneous Tracking and Activity Recognition.STAIRS 2014 - Proceedings of the Seventh European Starting AI Researcher Symposium, Aug 2014, Pragues, Czech Republic |
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Croisement synchronisé de flux de véhicules autonomes dans un réseauRJCIA - 11èmes Rencontres des Jeunes Chercheurs en Intelligence Artificielle, Jul 2013, Lille, France |
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Optimally Solving Dec-POMDPs as Continuous-State MDPsIJCAI - 23rd International Joint Conference on Artificial Intelligence, Aug 2013, Pékin, China |
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Reactive coordination rules for traffic optimization in road sharing problemsAATMO - PAAMS workshop on Agent-based Approaches for the Transportation Modelling and Optimisation, May 2013, Salamanque, Spain. pp.61-72, ⟨10.1007/978-3-642-38061-7_7⟩ |
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Résolution exacte des Dec-POMDPs comme des MDPs continus8èmes Journées Francophones sur la Planification, la Décision et l'Apprentissage pour la conduite de systèmes, Jul 2013, Lille, France |
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Adaptive Management of Migratory Birds Under Sea Level RiseIJCAI - 23rd International Joint Conference on Artificial Intelligence - 2013, Aug 2013, Pékin, China. pp.2955-2957 |
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Abstraction Pathologies In Markov Decision Processes8èmes Journées Francophones sur la Planification, la Décision et l'Apprentissage pour la conduite de systèmes, Jul 2013, Lille, France |
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Abstraction Pathologies In Markov Decision ProcessesICAPS'13 workshop on Heuristics and Search for Domain-independent Planning (HSDIP), Jun 2013, Rome, Italy |
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Active Diagnosis Through Information-Lookahead Planning8èmes Journées Francophones sur la Planification, la Décision et l'Apprentissage pour la conduite de systèmes, Jul 2013, Lille, France |
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Cooperative Behaviors for the Self-Regulation of Autonomous Vehicles in Space Sharing Conflicts24th IEEE International Conference on Tools with Artificial Intelligence, Nov 2012, Athènes, Greece. pp.1126-1132 |
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Les POMDP font de meilleurs hackers: Tenir compte de l'incertitude dans les tests de pénétrationJournées Francophones sur la planification, la décision et l'apprentissage pour le contrôle des systèmes - JFPDA 2012, May 2012, Villers-lès-Nancy, France. 14 p |
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POMDPs Make Better Hackers: Accounting for Uncertainty in Penetration TestingTwenty-Sixth AAAI Conference on Artificial Intelligence (AAAI-12), Jul 2012, Toronto, Canada |
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BRL Quasi-Optimal à l'aide de Transitions Locales OptimistesJournées Francophones sur la planification, la décision et l'apprentissage pour le contrôle des systèmes - JFPDA 2012, May 2012, Villers-lès-Nancy, France. 16 p |
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Optimistic Heuristics for MineSweeperICS - International Computer Symposium - 2012, Dec 2012, Hualien, Taiwan. pp.199-207, ⟨10.1007/978-3-642-35452-6_22⟩ |
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Near-Optimal BRL using Optimistic Local TransitionsInternational Conference on Machine Learning - ICML 2012, Jun 2012, Edimburgh, United Kingdom |
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MOMDPs: a Solution for Modelling Adaptive Management ProblemsTwenty-Sixth AAAI Conference on Artificial Intelligence (AAAI-12), Jul 2012, Toronto, Canada. 7 p |
Formalizing and Solving Information Collection Problems with Autonomous Sensor Systems18th IFAC World congress, 2011, Milan, Italy |
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On the Optimality of Priority Assignment for Probabilistic Real-Time Systems19th International Conference on Real-Time and Network Systems - RTNS 2011, Sep 2011, Nantes, France |
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Active Learning of MDP ModelsEuropean Workshop On Reinforcement Learning, Sep 2011, Athène, Greece |
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Penetration Testing == POMDP Solving?Workshop on Intelligent Security (Security and Artificial Intelligence) - SecArt-11, Jul 2011, Barcelona, Spain |
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Apprentissage actif de modèle de MDPJournées Francophones de Planification, Décision et Apprentissage pour la conduite de systèmes, Jun 2011, Rouen, France |
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Une extension des POMDP avec des récompenses dépendant de l'état de croyanceConférence francophone sur l'Apprentissage automatique, May 2011, Chambéry, France |
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Apprentissage par Renforcement Développemental en Robotique AutonomeConférence d'Apprentissage - CAP 2011, May 2011, Chambéry, France |
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Les POMDP: une solution pour modéliser des problèmes de gestion adaptative en biologie de la conservationJournées Francophones de Planification, Décision et Apprentissage pour la conduite de systèmes, Jun 2011, Rouen, France |
Recherche systématique pour l'ordonnancement temps réel global multiprocesseur12e congrès annuel de la Société française de Recherche Opérationnelle et d'Aide à la Décision, Mar 2011, Saint Etienne, France |
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Formalisation et résolution de problèmes d'acquisition d'informations par des systèmes autonomesROADEF (12e congrès annuel de la Société française de Recherche Opérationnelle et d'Aide à la Décision), 2011, Saint-Etienne, France |
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Towards Preference Relations in Recommender SystemsWorkshop on Preference Learning (PL2010) in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML-PKDD, Eyke Hüllermeier and Johannes Fürnkranz, Sep 2010, Barcelona, Spain |
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From "I like" to "I prefer" in Collaborative FilteringInternational Conference on Tools with Artificial Intelligence - ICTAI 2010, Oct 2010, Arras, France |
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Des POMDPs avec des variables d'état visibles5èmes Journées Francophones de Planification, Décision et Apprentissage pour la conduite de systèmes, Jun 2010, Besancon, France |
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A POMDP Extension with Belief-dependent RewardsNeural Information Processing Systems - NIPS 2010, Dec 2010, Vancouver, Canada |
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Impact of job dropping on the schedulability of uniprocessor probabilistic real-time systems with variable execution times1st International Real-Time Scheduling Open Problems Seminar : RTSOPS 2010, Jul 2010, Bruxelles, Belgium |
Vers l'utilisation de relations de préférence pour le filtrage collaboratif17eme congrès francophone Reconnaissance des Formes et Intelligence Artificielle - RFIA 2010, Université de Caen Basse-Normandie / GREYC UMR 6072, Jan 2010, Caen, France |
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Tabu search type algorithms for the multiprocessor scheduling problem10th IASTED International Conference on Artificial Intelligence and Applications - AIA 2010, Feb 2010, Innsbruck, Austria |
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A Closer Look at MOMDPs22nd International Conference on Tools with Artificial Intelligence - ICTAI 2010, Oct 2010, Arras, France |
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All that Glitters is not Gold: Using Landmarks for Reward Shaping in FPGICAPS-10 Workshop on Planning and Scheduling Under Uncertainty, May 2010, Toronto, Canada |
Influence of Different Execution Models on Patrolling Ants Behavior : from Agents to RobotsAAMAS'10 9th International Conference on Autonomous Agents and Multiagent Systems, May 2010, Toronto, Canada. pp.1173-1180 |
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Global Multiprocessor Real-Time Scheduling as a Constraint Satisfaction ProblemICPP'09 Workshop on Real-time systems on multicore platforms: Theory and Practice (XRTS'09), Sep 2009, Vienne, Austria |
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Auto-organisation dans les algorithmes fourmis pour la patrouille multi-agentjournées francophones planification, décision, apprentissage pour la conduite de systèmes (JFPDA'09), Jun 2009, Paris, France. 14 p |
Self-Organization of Patrolling-Ant AlgorithmsThird IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO'09), Sep 2009, San Francisco, United States. pp.61-70, ⟨10.1109/SASO.2009.39⟩ |
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Theoretical Study of ant-based Algorithms for Multi-Agent Patrolling18th European Conference on Artificial Intelligence including Prestigious Applications of Intelligent Systems (PAIS 2008) - ECAI 2008, M. Ghallab et al., Jul 2008, Patras, Greece. pp.626-630, ⟨10.3233/978-1-58603-891-5-626⟩ |
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Self-Growth of Basic Behaviors in an Action Selection Based AgentEighth International Conference on Simulation of Adaptive Behavior (SAB'04), Jul 2004, Los Angeles, CA, USA, United States. pp.223-232 |
Développement autonome des comportements de base d'un agentConférence d'Apprentissage (CAp'04), Jun 2004, Montpellier, France |
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Automatic Generation of an Agent's Basic BehaviorsSecond International Joint Conference on Autonomous Agents and Multi-Agent Systems - AAMAS'03, 2003, Melbourne, Victoria, Australie, pp.875-882 |
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Proceedings of the Sixth European Workshop on Reinforcement LearningSixth European Workshop on Reinforcement Learning - EWRL-6, Olivier Buffet, Iadine Chadès, Alain Dutech, Frédérick Garcia, 2003, Nancy, France, 50 p |
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A Self-Made Agent Based on Action-SelectionSixth European Workshop on Reinforcement Learning - EWRL-6 2003, 2003, Nancy, France, pp.47-48 |
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Apprentissage par renforcement pour la conception de Systèmes Multi-Agents RéactifsJournées Francophones sur les Systèmes Multi-Agents 2003 - JFSMA'03, 2003, Hammamet, Tunise, pp.219-231 |
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Adaptive Combination of Behaviors in an AgentEuropean Conference on Artificial Intelligence - ECAI'02, 2002, Lyon, France, pp.48-52 |
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Learning to weigh basic behaviors in Scalable AgentsFirst International Joint Conference on Autonomous Agents and Multiagent Systems - AAMAS 2002, 2002, Bologna, Italy, pp.1264-1265 |
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Looking for Scalable AgentsEuropean Workshop On Reinforcement Learning, Marco Wiering, 2001, Utrecht, The Netherlands, 2 p |
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Multi-Agent Systems by Incremental Gradient Reinforcement Learning.17th International Joint Conference on Artificial Intelligence, 2001, Seattle, WA, USA, pp.833--838 |
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Incremental reinforcement learning for designing multi-agent systems5th International Conference on Autonomous Agents, Jun 2001, Montréal, Canada, 8 p |
Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, Nancy, France, October 26-30, 2020.John Christopher Beck; Olivier Buffet; Jörg Hoffmann; Erez Karpas; Shirin Sohrabi. ICAPS 2020 - the Thirtieth International Conference on Automated Planning and Scheduling, Oct 2020, 30, 2020, 978-1-57735-824-4 |
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Actes des 13es Journées Francophones Planification, Décision, ApprentissagePlate-Forme Intelligence Artificielle, Association Française pour l'Intelligence Artificielle, 2018 |
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Conférence Nationale d'Intelligence Artificielle Année 2018Association Française pour l’Intelligence Artificielle, 2018 |
Apprentissage par renforcement et planification adaptative - Revue d'Intelligence ArtificielleLavoisier, pp.153-263, 2013, 978-2-7426-4573-0 |
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Markov Decision Processes in Artificial IntelligenceOlivier Sigaud and Olivier Buffet. ISTE Ltd and John Wiley & Sons Inc, pp.455, 2010, 978-1-84821-167-4 |
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Processus décisionnels de Markov en intelligence artificielleLavoisier - Hermes Science Publications, 1 - principes généraux et applications, pp.258, 2008, IC2 - informatique et systèmes d'information, Bernard Dubuisson - Jean-Charles Pomerol, 978-2746220577 |
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Processus décisionnels de Markov en intelligence artificielleLavoisier - Hermes Science Publications, 2 - méthodes avancées et applications, pp.256, 2008, IC2 - informatique et systèmes d'information, Bernard Dubuisson - Jean-Charles Pomerol, 978-2746220584 |
Reinforcement LearningA Guided Tour of Artificial Intelligence Research - Volume 1, Springer International Publishing, pp.389-414, 2020, 978-3-030-06164-7. ⟨10.1007/978-3-030-06164-7_12⟩ |
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Policy-Gradient AlgorithmsOlivier Sigaud and Olivier Buffet. Markov Decision Processes in Artificial Intelligence, ISTE Ltd and John Wiley & Sons Inc, 2010, 1848211678 |
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Operations PlanningOlivier Sigaud and Olivier Buffet. Markov Decision Processes in Artificial Intelligence, ISTE Ltd and John Wiley & Sons Inc, 2010, 1848211678 |
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Méthodes de gradient pour la recherche de politiques paramétréesO. Buffet and O. Sigaud. Processus décisionnels de Markov en intelligence artificielle, 2 - méthodes avancées et applications, Lavoisier - Hermes Science Publications, pp.81-107, 2008, IC2 - informatique et systèmes d'information, 978-2746220584 |
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Planification d'opérationsO. Buffet and O. Sigaud. Processus décisionnels de Markov en intelligence artificielle, 2 - méthodes avancées et applications, Lavoisier - Hermes Science Publications, pp.219-247, 2008, IC2 - informatique et systèmes d'information, 978-2746220584 |
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Observer-Aware Probabilistic Planning Under Partial Observability2025 |
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How to Exhibit More Predictable Behaviors2024 |
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Interpretable Solutions for Stochastic Dynamic Programming2024 |
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HSVI fo zs-POSGs using Concavity, Convexity and Lipschitz Properties2021 |
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Solving infinite-horizon Dec-POMDPs using Finite State Controllers within JESP2021 |
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Monte Carlo Information-Oriented Planning2021 |
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On Bellman's Optimality Principle for zs-POSGs2020 |
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Une double approche modulaire de l'apprentissage par renforcement pour des agents intelligents adaptatifsInformatique [cs]. Université Henri Poincaré - Nancy I, 2003. Français. ⟨NNT : ⟩ |
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Prise de décision séquentielle dans l’incertain : Exploiter la structure et rester dans le cadreIntelligence artificielle [cs.AI]. Université de Lorraine, 2017 |