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Maxime Bouton
ORCID
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 28
Top Topics
Reinforcement Learning
Autonomous Driving
Markov Decision Processes
Partially Observable Markov Decision Process
Top Venues
CoRR
ICC Workshops
ITSC
AAMAS
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Publications
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Haneya Naeem Qureshi
,
Usama Masood
,
Marvin Manalastas
,
Syed Muhammad Asad Zaidi
,
Hasan Farooq
,
Julien Forgeat
,
Maxime Bouton
,
Shruti Bothe
,
Per Karlsson
,
Ali Rizwan
,
Ali Imran
Towards Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework.
CoRR
(2023)
Maxime Bouton
,
Jaeseong Jeong
,
José Outes
,
Adriano Mendo
,
Alexandros Nikou
Multi-agent Reinforcement Learning with Graph Q-Networks for Antenna Tuning.
CoRR
(2023)
Haneya Naeem Qureshi
,
Usama Masood
,
Marvin Manalastas
,
Syed Muhammad Asad Zaidi
,
Hasan Farooq
,
Julien Forgeat
,
Maxime Bouton
,
Shruti Bothe
,
Per Karlsson
,
Ali Rizwan
,
Ali Imran
Toward Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework.
IEEE Commun. Surv. Tutorials
25 (3) (2023)
Maxime Bouton
,
Jaeseong Jeong
,
José Outes
,
Adriano Mendo
,
Alexandros Nikou
Multi-agent Reinforcement Learning with Graph Q-Networks for Antenna Tuning.
NOMS
(2023)
Yifei Jin
,
Filippo Vannella
,
Maxime Bouton
,
Jaeseong Jeong
,
Ezeddin Al Hakim
A Graph Attention Learning Approach to Antenna Tilt Optimization.
6GNet
(2022)
Hasan Farooq
,
Julien Forgeat
,
Shruti Bothe
,
Maxime Bouton
,
Per Karlsson
Edge-distributed Coordinated Hyper-Parameter Search for Energy Saving SON Use-Case.
ICC Workshops
(2022)
Viktor Eriksson Möllerstedt
,
Alessio Russo
,
Maxime Bouton
Model Based Residual Policy Learning with Applications to Antenna Control.
CoRR
(2022)
Maxime Bouton
,
Hasan Farooq
,
Julien Forgeat
,
Shruti Bothe
,
Meral Shirazipour
,
Per Karlsson
Coordinated Reinforcement Learning for Optimizing Mobile Networks.
CoRR
(2021)
Yifei Jin
,
Filippo Vannella
,
Maxime Bouton
,
Jaeseong Jeong
,
Ezeddin Al Hakim
A Graph Attention Learning Approach to Antenna Tilt Optimization.
CoRR
(2021)
Hasan Farooq
,
Julien Forgeat
,
Shruti Bothe
,
Maxime Bouton
,
Meral Shirazipour
,
Per Karlsson
Coordinated Hyper-Parameter Search for Edge Machine Learning in Beyond-5G Networks.
ICC Workshops
(2021)
Maxime Bouton
,
Alireza Nakhaei
,
David Isele
,
Kikuo Fujimura
,
Mykel J. Kochenderfer
Reinforcement Learning with Iterative Reasoning for Merging in Dense Traffic.
ITSC
(2020)
Maxime Bouton
,
Alireza Nakhaei
,
David Isele
,
Kikuo Fujimura
,
Mykel J. Kochenderfer
Reinforcement Learning with Iterative Reasoning for Merging in Dense Traffic.
CoRR
(2020)
Maxime Bouton
,
Jana Tumova
,
Mykel J. Kochenderfer
Point-Based Methods for Model Checking in Partially Observable Markov Decision Processes.
CoRR
(2020)
Maxime Bouton
,
Jana Tumova
,
Mykel J. Kochenderfer
Point-Based Methods for Model Checking in Partially Observable Markov Decision Processes.
AAAI
(2020)
Maxime Bouton
,
Kyle D. Julian
,
Alireza Nakhaei
,
Kikuo Fujimura
,
Mykel J. Kochenderfer
Decomposition methods with deep corrections for reinforcement learning.
Auton. Agents Multi Agent Syst.
33 (3) (2019)
Markus Schratter
,
Maxime Bouton
,
Mykel J. Kochenderfer
,
Daniel Watzenig
Pedestrian Collision Avoidance System for Scenarios with Occlusions.
IV
(2019)
Maxime Bouton
,
Alireza Nakhaei
,
Kikuo Fujimura
,
Mykel J. Kochenderfer
Safe Reinforcement Learning with Scene Decomposition for Navigating Complex Urban Environments.
CoRR
(2019)
Markus Schratter
,
Maxime Bouton
,
Mykel J. Kochenderfer
,
Daniel Watzenig
Pedestrian Collision Avoidance System for Scenarios with Occlusions.
CoRR
(2019)
Maxime Bouton
,
Jesper Karlsson
,
Alireza Nakhaei
,
Kikuo Fujimura
,
Mykel J. Kochenderfer
,
Jana Tumova
Reinforcement Learning with Probabilistic Guarantees for Autonomous Driving.
CoRR
(2019)
Maxime Bouton
,
Alireza Nakhaei
,
Kikuo Fujimura
,
Mykel J. Kochenderfer
Cooperation-Aware Reinforcement Learning for Merging in Dense Traffic.
ITSC
(2019)
Maxime Bouton
,
Alireza Nakhaei
,
Kikuo Fujimura
,
Mykel J. Kochenderfer
Cooperation-Aware Reinforcement Learning for Merging in Dense Traffic.
CoRR
(2019)
Maxime Bouton
,
Alireza Nakhaei
,
Kikuo Fujimura
,
Mykel J. Kochenderfer
Safe Reinforcement Learning with Scene Decomposition for Navigating Complex Urban Environments.
IV
(2019)
Maxime Bouton
,
Kyle Julian
,
Alireza Nakhaei
,
Kikuo Fujimura
,
Mykel J. Kochenderfer
Utility Decomposition with Deep Corrections for Scalable Planning under Uncertainty.
AAMAS
(2018)
Maxime Bouton
,
Alireza Nakhaei
,
Kikuo Fujimura
,
Mykel J. Kochenderfer
Scalable Decision Making with Sensor Occlusions for Autonomous Driving.
ICRA
(2018)
Maxime Bouton
,
Kyle Julian
,
Alireza Nakhaei
,
Kikuo Fujimura
,
Mykel J. Kochenderfer
Utility Decomposition with Deep Corrections for Scalable Planning under Uncertainty.
CoRR
(2018)
Maxime Bouton
Utility Decomposition for Planning under Uncertainty for Autonomous Driving.
AAMAS
(2018)
Maxime Bouton
,
Akansel Cosgun
,
Mykel J. Kochenderfer
Belief State Planning for Autonomously Navigating Urban Intersections.
CoRR
(2017)
Maxime Bouton
,
Akansel Cosgun
,
Mykel J. Kochenderfer
Belief state planning for autonomously navigating urban intersections.
Intelligent Vehicles Symposium
(2017)