Maxime Bouton

According to our database, Maxime Bouton authored at least 19 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Towards Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework.

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

CoRR, 2023

Toward Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework.

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

IEEE Commun. Surv. Tutorials, 2023

Multi-agent Reinforcement Learning with Graph Q-Networks for Antenna Tuning.

Maxime Bouton, Jaeseong Jeong, José Outes, Adriano Mendo, Alexandros Nikou

Proceedings of the NOMS 2023, 2023

2022

Model Based Residual Policy Learning with Applications to Antenna Control.

Viktor Eriksson Möllerstedt, Alessio Russo, Maxime Bouton

CoRR, 2022

Edge-distributed Coordinated Hyper-Parameter Search for Energy Saving SON Use-Case.

Hasan Farooq, Julien Forgeat, Shruti Bothe, Maxime Bouton, Per Karlsson

Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

A Graph Attention Learning Approach to Antenna Tilt Optimization.

Yifei Jin, Filippo Vannella, Maxime Bouton, Jaeseong Jeong, Ezeddin Al Hakim

Proceedings of the 1st International Conference on 6G Networking, 2022

2021

Coordinated Reinforcement Learning for Optimizing Mobile Networks.

Maxime Bouton, Hasan Farooq, Julien Forgeat, Shruti Bothe, Meral Shirazipour, Per Karlsson

CoRR, 2021

Coordinated Hyper-Parameter Search for Edge Machine Learning in Beyond-5G Networks.

Hasan Farooq, Julien Forgeat, Shruti Bothe, Maxime Bouton, Meral Shirazipour, Per Karlsson

Proceedings of the IEEE International Conference on Communications Workshops, 2021

2020

Reinforcement Learning with Iterative Reasoning for Merging in Dense Traffic.

Maxime Bouton, Alireza Nakhaei, David Isele, Kikuo Fujimura, Mykel J. Kochenderfer

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Point-Based Methods for Model Checking in Partially Observable Markov Decision Processes.

Maxime Bouton, Jana Tumova, Mykel J. Kochenderfer

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Reinforcement Learning with Probabilistic Guarantees for Autonomous Driving.

Maxime Bouton, Jesper Karlsson, Alireza Nakhaei, Kikuo Fujimura, Mykel J. Kochenderfer, Jana Tumova

CoRR, 2019

Decomposition methods with deep corrections for reinforcement learning.

Maxime Bouton, Kyle D. Julian, Alireza Nakhaei, Kikuo Fujimura, Mykel J. Kochenderfer

Auton. Agents Multi Agent Syst., 2019

Pedestrian Collision Avoidance System for Scenarios with Occlusions.

Markus Schratter, Maxime Bouton, Mykel J. Kochenderfer, Daniel Watzenig

Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Safe Reinforcement Learning with Scene Decomposition for Navigating Complex Urban Environments.

Maxime Bouton, Alireza Nakhaei, Kikuo Fujimura, Mykel J. Kochenderfer

Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Cooperation-Aware Reinforcement Learning for Merging in Dense Traffic.

Maxime Bouton, Alireza Nakhaei, Kikuo Fujimura, Mykel J. Kochenderfer

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2018

Scalable Decision Making with Sensor Occlusions for Autonomous Driving.

Maxime Bouton, Alireza Nakhaei, Kikuo Fujimura, Mykel J. Kochenderfer

Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Utility Decomposition with Deep Corrections for Scalable Planning under Uncertainty.

Maxime Bouton, Kyle Julian, Alireza Nakhaei, Kikuo Fujimura, Mykel J. Kochenderfer

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Utility Decomposition for Planning under Uncertainty for Autonomous Driving.

Maxime Bouton

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017

Belief state planning for autonomously navigating urban intersections.

Maxime Bouton, Akansel Cosgun, Mykel J. Kochenderfer

Proceedings of the IEEE Intelligent Vehicles Symposium, 2017