Régis Sabbadin

62 papers A* 8A 14B 4C 2Journal 24Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Bridging Impulse Control of Piecewise Deterministic Markov Processes and Markov Decision Processes: Frameworks, Extensions, and Open Challenges. CoRR Alice Cleynen, Benoîte de Saporta, Orlane Rossini, Régis Sabbadin, Amélie Vernay
2024	—	`conf`	Un modèle de jeu stochastique pour la lutte anti-braconnage et un benchmark pour l'Apprentissage par Renforcement Multi-agents. JFSMA Prasanna Maddila, Régis Sabbadin, Meritxell Vinyals
2023	J	`jnl`	Toward AI-designed innovation diffusion policies using agent-based simulations and reinforcement learning: The case of digital tool adoption in agriculture. Frontiers Appl. Math. Stat. Meritxell Vinyals, Régis Sabbadin, Stéphane Couture, Loïc Sadou, Rallou Thomopoulos, Kevin Chapuis, Baptiste Lesquoy, Patrick Taillandier
2022	A	`conf`	A Path-following Polynomial Equations Systems Approach for Computing Nash Equilibria. AAMAS Hélène Fargier, Paul Jourdan, Régis Sabbadin
2022	B	`conf`	On Hypergraphical Bayesian Games. ICTAI Hélène Fargier, Paul Jourdan, Régis Sabbadin
2022	J	`jnl`	Reinforcement learning for crop management support: Review, prospects and challenges. Comput. Electron. Agric. Romain Gautron, Odalric-Ambrym Maillard, Philippe Preux, Marc Corbeels, Régis Sabbadin
2022	J	`jnl`	Solving possibilistic games with incomplete information. Int. J. Approx. Reason. Nahla Ben Amor, Hélène Fargier, Régis Sabbadin, Meriem Trabelsi
2020	B	`conf`	Computing All Equilibria in Ordinal Graphical Games. ICTAI Arij Azzabi, Nahla Ben Amor, Hélène Fargier, Régis Sabbadin
2020	—	`conf`	Ordinal Graph-Based Games. IPMU (1) Arij Azzabi, Nahla Ben Amor, Hélène Fargier, Régis Sabbadin
2020	A*	`conf`	Ordinal Polymatrix Games with Incomplete Information. KR Nahla Ben Amor, Hélène Fargier, Régis Sabbadin, Meriem Trabelsi
2020	—	`ch.`	Planning in Artificial Intelligence. A Guided Tour of Artificial Intelligence Research (2) (II) Régis Sabbadin, Florent Teichteil-Königsbuch, Vincent Vidal
2019	J	`jnl`	Lexicographic refinements in possibilistic decision trees and finite-horizon Markov decision processes. Fuzzy Sets Syst. Nahla Ben Amor, Zeineb El Khalfi, Hélène Fargier, Régis Sabbadin
2019	A*	`conf`	Possibilistic Games with Incomplete Information. IJCAI Nahla Ben Amor, Hélène Fargier, Régis Sabbadin, Meriem Trabelsi
2018	J	`jnl`	Lexicographic refinements in stationary possibilistic Markov Decision Processes. Int. J. Approx. Reason. Nahla Ben Amor, Zeineb El Khalfi, Hélène Fargier, Régis Sabbadin
2018	J	`jnl`	Réseau bayésien dynamique étiqueté pour l'apprentissage de structure d'un réseau écologique. Rev. d'Intelligence Artif. Etienne Auclair, Nathalie Peyrard, Régis Sabbadin
2017	C	`conf`	Efficient Policies for Stationary Possibilistic Markov Decision Processes. ECSQARU Nahla Ben Amor, Zeineb El Khalfi, Hélène Fargier, Régis Sabbadin
2017	A*	`conf`	Equilibria in Ordinal Games: A Framework based on Possibility Theory. IJCAI Nahla Ben Amor, Hélène Fargier, Régis Sabbadin
2017	—	`conf`	Formalisation et résolution d'un problème en Santé Animale avec le cadre Leader-Follower MDP. APIA Anne-France Viet, Catherine Belloc, Régis Sabbadin
2017	—	`conf`	Labeled DBN Learning with Community Structure Knowledge. ECML/PKDD (2) Etienne Auclair, Nathalie Peyrard, Régis Sabbadin
2016	A	`conf`	Leader-Follower MDP Models with Factored State Space and Many Followers - Followers Abstraction, Structured Dynamics and State Aggregation. ECAI Régis Sabbadin, Anne-France Viet
2016	A	`conf`	Lexicographic Refinements in Possibilistic Decision Trees. ECAI Nahla Ben Amor, Zeineb El Khalfi, Hélène Fargier, Régis Sabbadin
2015	A*	`conf`	An Online Replanning Approach for Crop Fields Mapping with Autonomous UAVs. ICAPS Alexandre Albore, Nathalie Peyrard, Régis Sabbadin, Florent Teichteil-Königsbuch
2015	J	`jnl`	Exact and approximate inference in graphical models: variable elimination and beyond. CoRR Nathalie Peyrard, Simon de Givry, Alain Franc, Stéphane Robin, Régis Sabbadin, Thomas Schiex, Matthieu Vignes
2015	B	`conf`	Solving F3MDPs: Collaborative Multiagent Markov Decision Processes with Factored Transitions, Rewards and Stochastic Policies. PRIMA Julia Radoszycki, Nathalie Peyrard, Régis Sabbadin
2014	A	`conf`	Finding good stochastic factored policies for factored Markov decision processes. ECAI Julia Radoszycki, Nathalie Peyrard, Régis Sabbadin
2014	J	`jnl`	Reinforcement learning-based design of sampling policies under cost constraints in Markov random fields: Application to weed map reconstruction. Comput. Stat. Data Anal. Mathieu Bonneau, Sabrina Gaba, Nathalie Peyrard, Régis Sabbadin
2013	J	`jnl`	A Possibilistic Model for Qualitative Sequential Decision Problems under Uncertainty in Partially Observable Environments CoRR Régis Sabbadin
2013	A*	`conf`	A Tractable Leader-Follower MDP Model for Animal Disease Management. AAAI Régis Sabbadin, Anne-France Viet
2013	J	`jnl`	Décision dans les agro-écosystèmes. Rev. d'Intelligence Artif. Gauthier Quesnel, Mahuna Akplogan, Mathieu Bonneau, Roger Martin-Clouaire, Nathalie Peyrard, Jean-Pierre Rellier, Régis Sabbadin, Ronan Trépos
2013	J	`jnl`	Model-based adaptive spatial sampling for occurrence map construction. Stat. Comput. Nathalie Peyrard, Régis Sabbadin, Daniel Spring, Barry W. Brook, Ralph Mac Nally
2013	J	`jnl`	Qualitative Decision Theory with Sugeno Integrals CoRR Didier Dubois, Henri Prade, Régis Sabbadin
2012	A	`conf`	A Reinforcement-Learning Algorithm for Sampling Design in Markov Random Fields. ECAI Mathieu Bonneau, Nathalie Peyrard, Régis Sabbadin
2012	J	`jnl`	A framework and a mean-field algorithm for the local control of spatial processes. Int. J. Approx. Reason. Régis Sabbadin, Nathalie Peyrard, Nicklas Forsell
2012	A*	`conf`	MOMDPs: A Solution for Modelling Adaptive Management Problems. AAAI Iadine Chades, Josie Carwardine, Tara G. Martin, Samuel Nicol, Régis Sabbadin, Olivier Buffet
2011	J	`jnl`	Management of the risk of wind damage in forestry: a graph-based Markov decision process approach. Ann. Oper. Res. Nicklas Forsell, Peder Wikström, Frédérick Garçia, Régis Sabbadin, Kristina Blennow, Ljusk Ola Eriksson
2010	A	`conf`	Decision-theoretic Optimal Sampling in Hidden Markov Random Fields. ECAI Nathalie Peyrard, Régis Sabbadin, U. Farrokh Niaz
2009	—	`ch.`	A Survey of Qualitative Decision Rules under Uncertainty. Decision-making Process Didier Dubois, Hélène Fargier, Henri Prade, Régis Sabbadin
2009	—	`book`	Modèles et algorithmes pour la décision séquentielle dans l'incertain. Régis Sabbadin
2009	—	`ch.`	Planning under Uncertainty with Markov Decision Processes. Decision-making Process Régis Sabbadin
2008	J	`jnl`	Complexity results and algorithms for possibilistic influence diagrams. Artif. Intell. Laurent Garcia, Régis Sabbadin
2007	J	`jnl`	Diagrammes d'influence possibilistes. Rev. d'Intelligence Artif. Laurent Garcia, Régis Sabbadin
2007	A*	`conf`	Purely Epistemic Markov Decision Processes. AAAI Régis Sabbadin, Jérôme Lang, Nasolo Ravoanjanahry
2006	A	`conf`	Approximate Linear-Programming Algorithms for Graph-Based Markov Decision Processes. ECAI Nicklas Forsell, Régis Sabbadin
2006	A	`conf`	Mean Field Approximation of the Policy Iteration Algorithm for Graph-Based Markov Decision Processes. ECAI Nathalie Peyrard, Régis Sabbadin
2006	A	`conf`	Possibilistic Influence Diagrams. ECAI Laurent Garcia, Régis Sabbadin
2005	J	`jnl`	Qualitative decision under uncertainty: back to expected utility. Artif. Intell. Hélène Fargier, Régis Sabbadin
2003	C	`conf`	Qualitative Decision Rules under Uncertainty. ECSQARU Didier Dubois, Hélène Fargier, Régis Sabbadin
2003	A*	`conf`	Qualitative Decision under Uncertainty: Back to Expected Utility. IJCAI Hélène Fargier, Régis Sabbadin
2002	A	`conf`	Graph partitioning techniques for Markov Decision Processes decomposition. ECAI Régis Sabbadin
2001	J	`jnl`	Decision-theoretic foundations of qualitative possibility theory. Eur. J. Oper. Res. Didier Dubois, Henri Prade, Régis Sabbadin
2001	J	`jnl`	Exception-Tolerant Reasoning and Decision under Uncertainty Using Qualitative Possibility Theory. Künstliche Intell. Salem Benferhat, Didier Dubois, Henri Prade, Régis Sabbadin
2001	J	`jnl`	The Use of the Discrete Sugeno Integral in Decision-Making: A Survey. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Didier Dubois, Jean-Luc Marichal, Henri Prade, Marc Roubens, Régis Sabbadin
2001	B	`conf`	Towards Possibilistic Reinforcement Learning Algorithms. FUZZ-IEEE Régis Sabbadin
2000	A	`conf`	Empirical Comparison of Probabilistic and Possibilistic Markov Decision Processes Algorithms. ECAI Régis Sabbadin
1999	A	`conf`	A Possibilistic Model for Qualitative Sequential Decision Problems under Uncertainty in Partially Observable Environments. UAI Régis Sabbadin
1999	J	`jnl`	Using Possibilistic Logic for Modeling Qualitative Decision: ATMS-based Algorithms. Fundam. Informaticae Didier Dubois, Daniel Le Berre, Henri Prade, Régis Sabbadin
1998	J	`jnl`	A fuzzy constraint satisfaction problem in the wine industry. J. Intell. Fuzzy Syst. Régis Sabbadin, Didier Dubois, Henri Prade, Pierre Grenier
1998	A	`conf`	Decision As Abduction? ECAI Régis Sabbadin
1998	—	`conf`	Logical Representation and Computation of Optimal Decisions in a Qualitative Setting. AAAI/IAAI Didier Dubois, Daniel Le Berre, Henri Prade, Régis Sabbadin
1998	A	`conf`	Qualitative Decision Theory with Sugeno Integrals. UAI Didier Dubois, Henri Prade, Régis Sabbadin
1998	J	`jnl`	Towards qualitative approaches to multi-stage decision making. Int. J. Approx. Reason. Régis Sabbadin, Hélène Fargier, Jérôme Lang
1998	—	`—`	Une approche ordinale de la décision dans l'incertain : axiomatisation, représentation logique et application à la décision séquentielle. Régis Sabbadin