Florent Delgrange

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Markov Decision Processes

Partially Observable

Top Venues

Publications

Raphaël Avalos, Florent Delgrange, Ann Nowé, Guillermo A. Pérez, Diederik M. Roijers
The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models. ICLR (2024)
Florent Delgrange, Guy Avni, Anna Lukina, Christian Schilling, Ann Nowé, Guillermo A. Pérez
Synthesis of Hierarchical Controllers Based on Deep Reinforcement Learning Policies. CoRR (2024)
Raphaël Avalos, Florent Delgrange, Ann Nowé, Guillermo A. Pérez, Diederik M. Roijers
The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models. CoRR (2023)
Florent Delgrange, Ann Nowé, Guillermo A. Pérez
Wasserstein Auto-encoded MDPs: Formal Verification of Efficiently Distilled RL Policies with Many-sided Guarantees. ICLR (2023)
Florent Delgrange, Ann Nowé, Guillermo A. Pérez
Wasserstein Auto-encoded MDPs: Formal Verification of Efficiently Distilled RL Policies with Many-sided Guarantees. CoRR (2023)
Florent Delgrange, Ann Nowé, Guillermo A. Pérez
Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes. AAAI (2022)
Florent Delgrange, Ann Nowé, Guillermo A. Pérez
Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes (Technical Report). CoRR (2021)
Thomas Brihaye, Florent Delgrange, Youssouf Oualhadj, Mickael Randour
Life is Random, Time is Not: Markov Decision Processes with Window Objectives. Log. Methods Comput. Sci. 16 (4) (2020)
Florent Delgrange, Joost-Pieter Katoen, Tim Quatmann, Mickael Randour
Simple Strategies in Multi-Objective MDPs. TACAS (1) (2020)
Thomas Brihaye, Florent Delgrange, Youssouf Oualhadj, Mickael Randour
Life Is Random, Time Is Not: Markov Decision Processes with Window Objectives. CONCUR (2019)
Florent Delgrange, Joost-Pieter Katoen, Tim Quatmann, Mickael Randour
Simple Strategies in Multi-Objective MDPs (Technical Report). CoRR (2019)
Thomas Brihaye, Florent Delgrange, Youssouf Oualhadj, Mickael Randour
Life is Random, Time is Not: Markov Decision Processes with Window Objectives. CoRR (2019)