Delgrange, Florent

3 publications

ICLR 2024 The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments Through Reliable Latent Space Models Raphaël Avalos, Florent Delgrange, Ann Nowe, Guillermo Perez, Diederik M Roijers

ICLR 2023 Wasserstein Auto-Encoded MDPs: Formal Verification of Efficiently Distilled RL Policies with Many-Sided Guarantees Florent Delgrange, Ann Nowe, Guillermo Perez

AAAI 2022 Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes Florent Delgrange, Ann Nowé, Guillermo A. Pérez