Florent Delgrange

16 papers A* 3A 1B 1Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Foundation World Models for Agents that Learn, Verify, and Adapt Reliably Beyond Static Environments. CoRR Florent Delgrange
2025	J	`jnl`	A framework for flexibly guiding learning agents. Neural Comput. Appl. Mahmoud Elbarbari, Florent Delgrange, Ivo Vervlimmeren, Kyriakos Efthymiadis, Bram Vanderborght, Ann Nowé
2025	A	`conf`	Composing Reinforcement Learning Policies, with Formal Guarantees. AAMAS Florent Delgrange, Guy Avni, Anna Lukina, Christian Schilling, Ann Nowé, Guillermo A. Pérez
2025	J	`jnl`	Deep SPI: Safe Policy Improvement via World Models. CoRR Florent Delgrange, Raphaël Avalos, Willem Röpke
2024	J	`jnl`	Synthesis of Hierarchical Controllers Based on Deep Reinforcement Learning Policies. CoRR Florent Delgrange, Guy Avni, Anna Lukina, Christian Schilling, Ann Nowé, Guillermo A. Pérez
2024	A*	`conf`	The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models. ICLR Raphaël Avalos, Florent Delgrange, Ann Nowé, Guillermo A. Pérez, Diederik M. Roijers
2023	J	`jnl`	The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models. CoRR Raphaël Avalos, Florent Delgrange, Ann Nowé, Guillermo A. Pérez, Diederik M. Roijers
2023	A*	`conf`	Wasserstein Auto-encoded MDPs: Formal Verification of Efficiently Distilled RL Policies with Many-sided Guarantees. ICLR Florent Delgrange, Ann Nowé, Guillermo A. Pérez
2023	J	`jnl`	Wasserstein Auto-encoded MDPs: Formal Verification of Efficiently Distilled RL Policies with Many-sided Guarantees. CoRR Florent Delgrange, Ann Nowé, Guillermo A. Pérez
2022	A*	`conf`	Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes. AAAI Florent Delgrange, Ann Nowé, Guillermo A. Pérez
2021	J	`jnl`	Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes (Technical Report). CoRR Florent Delgrange, Ann Nowé, Guillermo A. Pérez
2020	J	`jnl`	Life is Random, Time is Not: Markov Decision Processes with Window Objectives. Log. Methods Comput. Sci. Thomas Brihaye, Florent Delgrange, Youssouf Oualhadj, Mickael Randour
2020	—	`conf`	Simple Strategies in Multi-Objective MDPs. TACAS (1) Florent Delgrange, Joost-Pieter Katoen, Tim Quatmann, Mickael Randour
2019	B	`conf`	Life Is Random, Time Is Not: Markov Decision Processes with Window Objectives. CONCUR Thomas Brihaye, Florent Delgrange, Youssouf Oualhadj, Mickael Randour
2019	J	`jnl`	Life is Random, Time is Not: Markov Decision Processes with Window Objectives. CoRR Thomas Brihaye, Florent Delgrange, Youssouf Oualhadj, Mickael Randour
2019	J	`jnl`	Simple Strategies in Multi-Objective MDPs (Technical Report). CoRR Florent Delgrange, Joost-Pieter Katoen, Tim Quatmann, Mickael Randour