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Maxime Bouton — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Maxime Bouton
10
papers ·
46
citations ·
7
h-index
Centre National de la Recherche Scientifique · Ericsson (Sweden) · Université de Lille · Centre de Recherche en Informatique · École Centrale de Lille
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Most-cited papers
Reinforcement Learning with Probabilistic Guarantees for Autonomous Driving
2019 · 31 citations
Multi-agent Reinforcement Learning with Graph Q-Networks for Antenna Tuning
2023 · 6 citations
Safe Reinforcement Learning with Scene Decomposition for Navigating Complex Urban Environments
2019 · 5 citations
Model Based Residual Policy Learning with Applications to Antenna Control
2022 · 2 citations
Reinforcement Learning with Iterative Reasoning for Merging in Dense Traffic
2020 · 1 citations
Coordinated Reinforcement Learning for Optimizing Mobile Networks
2021 · 1 citations
Temporally Consistent Graph Q-Networks for Intelligent Network Control
2026
Decomposition Methods with Deep Corrections for Reinforcement Learning
2018
Point-Based Methods for Model Checking in Partially Observable Markov Decision Processes
2020
A Graph Attention Learning Approach to Antenna Tilt Optimization
2021
Top co-authors
Alireza Nakhaei
· 4
Kikuo Fujimura
· 4
and Mykel J. Kochenderfer
· 3
Jaeseong Jeong
· 2
Jana Tůmová
· 2
Mykel J. Kochenderfer
· 2
Adriano Mendo
· 1
Alessio Russo
· 1
Alexandros Nikou
· 1
David Isele
· 1
Ezeddin Al Håkim
· 1
Filippo Vannella
· 1
Topics
Multi-Agent
Value-Based
Model-Based RL
Safe RL
Exploration
Game AI
Policy Gradient