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Florent Delgrange — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Florent Delgrange
6
papers ·
2
citations ·
3
h-index
Vrije Universiteit Brussel
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Simple Strategies in Multi-Objective MDPs (Technical Report)
2019 · 1 citations
Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes (Technical Report)
2021 · 1 citations
Foundation World Models for Agents that Learn, Verify, and Adapt Reliably Beyond Static Environments
2026
Deep SPI: Safe Policy Improvement via World Models
2025
Wasserstein Auto-encoded MDPs: Formal Verification of Efficiently Distilled RL Policies with Many-sided Guarantees
2023
Composing Reinforcement Learning Policies, with Formal Guarantees
2024
Top co-authors
Ann Now\'e
· 3
Guillermo A. P\'erez
· 2
and Guillermo A. P\'erez
· 1
and Willem R\"opke
· 1
Anna Lukina
· 1
Christian Schilling
· 1
Guy Avni
· 1
Joost-Pieter Katoen
· 1
Mickael Randour
· 1
Raphael Avalos
· 1
Tim Quatmann
· 1
Topics
Model-Based RL
Safe RL
Meta-RL
Policy Gradient
Multi-Agent