Régis Sabbadin

Université Fédérale de Toulouse Midi-Pyrénées — France

Computer Science · Physical Sciences

24h-index2.1kcitations193works0.12yr avg
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Research Topics

Bayesian Modeling and Causal Inference(45), Multi-Criteria Decision Making(23), Logic, Reasoning, and Knowledge(18), Reinforcement Learning in Robotics(17), Forest Management and Policy(11)

Publications193 total

Controlled Hidden Semi‐Markov Models
2025
Multichain HMM
2025
Multichain HSMM
2025
Réseau INRAE- RÉCRÈ (Réseau Évaluation multiCRitÈre)
SPIRE - Sciences Po Institutional REpository·2025Open Access
Inference in a Factorial Hidden Semi-Markov Model with Variational EM
SPIRE - Sciences Po Institutional REpository·2025Open Access
Bayes-Adaptive Impulse Control of Piecewise-Deterministic Markov Processes
SPIRE - Sciences Po Institutional REpository·2025Open Access
Efficiently computing Nash Equilibria in Multi-Adversarial Team Games
SPIRE - Sciences Po Institutional REpository·2025Open Access
Bridging Impulse Control of Piecewise Deterministic Markov Processes and Markov Decision Processes: Frameworks, Extensions, and Open Challenges
arXiv (Cornell University)·2025Open Access
A Monte-Carlo planning strategy for medical follow-up optimization: Illustration on multiple myeloma data
PLoS ONE·2024· 1 citedOpen Access
Un modèle de jeu stochastique pour la lutte anti-braconnage et un benchmark pour l'Apprentissage par Renforcement Multi-agents
SPIRE - Sciences Po Institutional REpository·2024
APE: An Anti-poaching Multi-Agent Reinforcement Learning Benchmark
SPIRE - Sciences Po Institutional REpository·2024
Learning in Competitive-Cooperative Games for Anti-Poaching
SPIRE - Sciences Po Institutional REpository·2024
Deep reinforcement learning for controlled piecewise deterministic Markov process in cancer treatment follow-up
SPIRE - Sciences Po Institutional REpository·2024Open Access
Contrôle dynamique stochastique : une approche à base demodèles semi-Markov: Application à l'optimation d'un traitement médical
SPIRE - Sciences Po Institutional REpository·2024Open Access
Anti-Poaching as a Partially Observable Stochastic Game
SPIRE - Sciences Po Institutional REpository·2024Open Access
Medical follow-up optimization: A Monte-Carlo planning strategy
arXiv (Cornell University)·2024Open Access
Contrôle dynamique stochastique : une approche à base de modèles semi-Markov Application à l'optimisation d'un traitement médical
SPIRE - Sciences Po Institutional REpository·2023
Evaluation MultiCritère des Systèmes Agricoles et Alimentaires (EMC-SAgA) Bilan des activités et Poursuites envisagées
SPIRE - Sciences Po Institutional REpository·2023Open Access
Un exemple d'optimisation de traitement médical avec modèle incertain
SPIRE - Sciences Po Institutional REpository·2023Open Access
An example of medical treatment optimization under model uncertainty
SPIRE - Sciences Po Institutional REpository·2023
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Frequent Co-authors

Nathalie Peyrard(13), Didier Dubois(6), Iadine Chadès(6), Hélène Fargier(5), Marie‐Josée Cros(4), Henri Prade(4), Sabrina Gaba(4), Nicklas Forsell(4), Eve McDonald‐Madden(3), Jérôme Lang(3), Laurent Garcia(3), Henri Prade(2), Nathalie Peyrard(2), Sam Nicol(2), Daniel Le Berre(2), Jean‐Noël Aubertot(2), Hui Xiao(2), Laura E. Dee(2), Frédérick Garçia(2), Xavier Reboud(2)