Régis Sabbadin

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 17

Top Topics

Markov Decision Process

Nash Equilibria

Reinforcement Learning

Exact And Approximate

Top Venues

Int. J. Approx. Reason.

Publications

Meritxell Vinyals, Régis Sabbadin, Stéphane Couture, Loïc Sadou, Rallou Thomopoulos, Kevin Chapuis, Baptiste Lesquoy, Patrick Taillandier
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. 9 (2023)
Hélène Fargier, Paul Jourdan, Régis Sabbadin
On Hypergraphical Bayesian Games. ICTAI (2022)
Nahla Ben Amor, Hélène Fargier, Régis Sabbadin, Meriem Trabelsi
Solving possibilistic games with incomplete information. Int. J. Approx. Reason. 143 (2022)
Romain Gautron, Odalric-Ambrym Maillard, Philippe Preux, Marc Corbeels, Régis Sabbadin
Reinforcement learning for crop management support: Review, prospects and challenges. Comput. Electron. Agric. 200 (2022)
Hélène Fargier, Paul Jourdan, Régis Sabbadin
A Path-following Polynomial Equations Systems Approach for Computing Nash Equilibria. AAMAS (2022)
Arij Azzabi, Nahla Ben Amor, Hélène Fargier, Régis Sabbadin
Computing All Equilibria in Ordinal Graphical Games. ICTAI (2020)
Nahla Ben Amor, Hélène Fargier, Régis Sabbadin, Meriem Trabelsi
Ordinal Polymatrix Games with Incomplete Information. KR (2020)
Arij Azzabi, Nahla Ben Amor, Hélène Fargier, Régis Sabbadin
Ordinal Graph-Based Games. IPMU (1) (2020)
Nahla Ben Amor, Zeineb El Khalfi, Hélène Fargier, Régis Sabbadin
Lexicographic refinements in possibilistic decision trees and finite-horizon Markov decision processes. Fuzzy Sets Syst. 366 (2019)
Nahla Ben Amor, Hélène Fargier, Régis Sabbadin, Meriem Trabelsi
Possibilistic Games with Incomplete Information. IJCAI (2019)
Etienne Auclair, Nathalie Peyrard, Régis Sabbadin
Réseau bayésien dynamique étiqueté pour l'apprentissage de structure d'un réseau écologique. Rev. d'Intelligence Artif. 32 (1) (2018)
Nahla Ben Amor, Zeineb El Khalfi, Hélène Fargier, Régis Sabbadin
Lexicographic refinements in stationary possibilistic Markov Decision Processes. Int. J. Approx. Reason. 103 (2018)
Etienne Auclair, Nathalie Peyrard, Régis Sabbadin
Labeled DBN Learning with Community Structure Knowledge. ECML/PKDD (2) (2017)
Anne-France Viet, Catherine Belloc, Régis Sabbadin
Formalisation et résolution d'un problème en Santé Animale avec le cadre Leader-Follower MDP. APIA (2017)
Nahla Ben Amor, Hélène Fargier, Régis Sabbadin
Equilibria in Ordinal Games: A Framework based on Possibility Theory. IJCAI (2017)
Régis Sabbadin, Anne-France Viet
Leader-Follower MDP Models with Factored State Space and Many Followers - Followers Abstraction, Structured Dynamics and State Aggregation. ECAI (2016)
Nahla Ben Amor, Zeineb El Khalfi, Hélène Fargier, Régis Sabbadin
Lexicographic Refinements in Possibilistic Decision Trees. ECAI (2016)
Alexandre Albore, Nathalie Peyrard, Régis Sabbadin, Florent Teichteil-Königsbuch
An Online Replanning Approach for Crop Fields Mapping with Autonomous UAVs. ICAPS (2015)
Julia Radoszycki, Nathalie Peyrard, Régis Sabbadin
Solving F3MDPs: Collaborative Multiagent Markov Decision Processes with Factored Transitions, Rewards and Stochastic Policies. PRIMA (2015)
Nathalie Peyrard, Simon de Givry, Alain Franc, Stéphane Robin, Régis Sabbadin, Thomas Schiex, Matthieu Vignes
Exact and approximate inference in graphical models: variable elimination and beyond. CoRR (2015)
Julia Radoszycki, Nathalie Peyrard, Régis Sabbadin
Finding good stochastic factored policies for factored Markov decision processes. ECAI (2014)
Mathieu Bonneau, Sabrina Gaba, Nathalie Peyrard, Régis Sabbadin
Reinforcement learning-based design of sampling policies under cost constraints in Markov random fields: Application to weed map reconstruction. Comput. Stat. Data Anal. 72 (2014)
Didier Dubois, Henri Prade, Régis Sabbadin
Qualitative Decision Theory with Sugeno Integrals CoRR (2013)
Nathalie Peyrard, Régis Sabbadin, Daniel Spring, Barry W. Brook, Ralph Mac Nally
Model-based adaptive spatial sampling for occurrence map construction. Stat. Comput. 23 (1) (2013)
Régis Sabbadin, Anne-France Viet
A Tractable Leader-Follower MDP Model for Animal Disease Management. AAAI (2013)
Régis Sabbadin
A Possibilistic Model for Qualitative Sequential Decision Problems under Uncertainty in Partially Observable Environments CoRR (2013)
Gauthier Quesnel, Mahuna Akplogan, Mathieu Bonneau, Roger Martin-Clouaire, Nathalie Peyrard, Jean-Pierre Rellier, Régis Sabbadin, Ronan Trépos
Décision dans les agro-écosystèmes. Rev. d'Intelligence Artif. 27 (4-5) (2013)
Régis Sabbadin, Nathalie Peyrard, Nicklas Forsell
A framework and a mean-field algorithm for the local control of spatial processes. Int. J. Approx. Reason. 53 (1) (2012)
Mathieu Bonneau, Nathalie Peyrard, Régis Sabbadin
A Reinforcement-Learning Algorithm for Sampling Design in Markov Random Fields. ECAI (2012)
Iadine Chades, Josie Carwardine, Tara G. Martin, Samuel Nicol, Régis Sabbadin, Olivier Buffet
MOMDPs: A Solution for Modelling Adaptive Management Problems. AAAI (2012)
Nicklas Forsell, Peder Wikström, Frédérick Garcia, Régis Sabbadin, Kristina Blennow, Ljusk Ola Eriksson
Management of the risk of wind damage in forestry: a graph-based Markov decision process approach. Ann. Oper. Res. 190 (1) (2011)
Nathalie Peyrard, Régis Sabbadin, U. Farrokh Niaz
Decision-theoretic Optimal Sampling in Hidden Markov Random Fields. ECAI (2010)
Laurent Garcia, Régis Sabbadin
Complexity results and algorithms for possibilistic influence diagrams. Artif. Intell. 172 (8-9) (2008)
Régis Sabbadin, Jérôme Lang, Nasolo Ravoanjanahry
Purely Epistemic Markov Decision Processes. AAAI (2007)
Laurent Garcia, Régis Sabbadin
Diagrammes d'influence possibilistes. Rev. d'Intelligence Artif. 21 (4) (2007)
Nathalie Peyrard, Régis Sabbadin
Mean Field Approximation of the Policy Iteration Algorithm for Graph-Based Markov Decision Processes. ECAI (2006)
Laurent Garcia, Régis Sabbadin
Possibilistic Influence Diagrams. ECAI (2006)
Nicklas Forsell, Régis Sabbadin
Approximate Linear-Programming Algorithms for Graph-Based Markov Decision Processes. ECAI (2006)
Hélène Fargier, Régis Sabbadin
Qualitative decision under uncertainty: back to expected utility. Artif. Intell. 164 (1-2) (2005)
Hélène Fargier, Régis Sabbadin
Qualitative Decision under Uncertainty: Back to Expected Utility. IJCAI (2003)
Didier Dubois, Hélène Fargier, Régis Sabbadin
Qualitative Decision Rules under Uncertainty. ECSQARU (2003)
Régis Sabbadin
Graph partitioning techniques for Markov Decision Processes decomposition. ECAI (2002)
Didier Dubois, Jean-Luc Marichal, Henri Prade, Marc Roubens, Régis Sabbadin
The Use of the Discrete Sugeno Integral in Decision-Making: A Survey. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 9 (5) (2001)
Didier Dubois, Henri Prade, Régis Sabbadin
Decision-theoretic foundations of qualitative possibility theory. Eur. J. Oper. Res. 128 (3) (2001)
Salem Benferhat, Didier Dubois, Henri Prade, Régis Sabbadin
Exception-Tolerant Reasoning and Decision under Uncertainty Using Qualitative Possibility Theory. Künstliche Intell. 15 (3) (2001)
Régis Sabbadin
Towards Possibilistic Reinforcement Learning Algorithms. FUZZ-IEEE (2001)
Régis Sabbadin
Empirical Comparison of Probabilistic and Possibilistic Markov Decision Processes Algorithms. ECAI (2000)
Didier Dubois, Daniel Le Berre, Henri Prade, Régis Sabbadin
Using Possibilistic Logic for Modeling Qualitative Decision: ATMS-based Algorithms. Fundam. Informaticae 37 (1-2) (1999)
Régis Sabbadin
A Possibilistic Model for Qualitative Sequential Decision Problems under Uncertainty in Partially Observable Environments. UAI (1999)
Didier Dubois, Daniel Le Berre, Henri Prade, Régis Sabbadin
Logical Representation and Computation of Optimal Decisions in a Qualitative Setting. AAAI/IAAI (1998)
Didier Dubois, Henri Prade, Régis Sabbadin
Qualitative Decision Theory with Sugeno Integrals. UAI (1998)
Régis Sabbadin
Decision As Abduction? ECAI (1998)
Régis Sabbadin, Didier Dubois, Henri Prade, Pierre Grenier
A fuzzy constraint satisfaction problem in the wine industry. J. Intell. Fuzzy Syst. 6 (3) (1998)
Régis Sabbadin, Hélène Fargier, Jérôme Lang
Towards qualitative approaches to multi-stage decision making. Int. J. Approx. Reason. 19 (3-4) (1998)