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CNRS — most-cited papers & profile · Reinforcement Learning
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CNRS
25
papers ·
114
citations
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Most-cited papers
What Doubling Tricks Can and Can't Do for Multi-Armed Bandits
2018 · 56 citations
Sequential Test for the Lowest Mean: From Thompson to Murphy Sampling
2018 · 13 citations
Decentralized Reinforcement Learning for Multi-Agent Multi-Resource Allocation via Dynamic Cluster Agreements
2025 · 3 citations
Deep reinforcement learning for weakly coupled MDP's with continuous actions
2024 · 1 citations
On Tackling Complex Tasks with Reward Machines and Signal Temporal Logics
2026
Evidence on the Regularisation Properties of Maximum-Entropy Reinforcement Learning
2025
Top co-authors
Emilie Kaufmann (SEQUEL
· 2
Alexandre Donz\'e
· 1
Ana Mar\'ia G\'omez Ruiz (UGA
· 1
Antonio Marino (RAINBOW
· 1
Aurelien Garivier (IMT
· 1
Claudio Pacchierotti (RAINBOW
· 1
CRIStAL
· 1
Esteban Restrepo (RAINBOW
· 1
Francisco Robledo (LMAP
· 1
IRISA
· 1
Konstantin Avrachenkov (Inria
· 1
Lilian Besson (IETR
· 1
Topics
Policy Gradient
Value-Based
Multi-Agent
Model-Based RL
Safe RL
Exploration
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