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Career

· Senior Specialist - ML For Safe And Scalable Control, Ericsson2024–
· Artificial Intelligence Senior Researcher, Ericsson2021–2024
· Artificial Intelligence Senior Researcher, Ericsson2020–2021
· Doctor of Philosophy - PhD, Stanford University2017–2020
· Graduate Research Assistant, Stanford University2016–2020
· Graduate Teaching Assistant, Stanford University2016–2016
· Doctor of Philosophy - PhD, Stanford University2015–2017
· Teaching Assistant, Lycée Condorcet2014–2015
· Electrician Internship, SNCF2014–2014
· Project Manager, Junior Centrale Etudes2013–2014

Publications (20)

International Conference on Intelligent Transportation Systems · 2019
100
cited
2017 IEEE Intelligent Vehicles Symposium (IV) · 2017
77
cited
IEEE International Conference on Robotics and Automation · 2018
58
cited
2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC) · 2020
39
cited
2019 IEEE Intelligent Vehicles Symposium (IV) · 2019
32
cited
Toward Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework
2023
30
cited
A Graph Attention Learning Approach to Antenna Tilt Optimization
2021
12
cited
Coordinated Reinforcement Learning for Optimizing Mobile Networks
2021
12
cited
Autonomous Agents and Multi-Agent Systems · 2018
8
cited
Model Based Residual Policy Learning with Applications to Antenna Control
2022
4
cited
Multi-agent Reinforcement Learning with Graph Q-Networks for Antenna Tuning
2023
4
cited
End-to-end Driving Controls Predictions from Images
2016
2
cited
Edge-distributed Coordinated Hyper-Parameter Search for Energy Saving SON Use-Case
2022
1
cited
Utility Decomposition for Planning under Uncertainty for Autonomous Driving
2018
1
cited
Coordinated Hyper-Parameter Search for Edge Machine Learning in Beyond-5G Networks
2021
Hierarchical Deep Reinforcement Learning through Scene Decomposition for Autonomous Urban Driving
2019
Sotabase
Maxime Bouton | Researcher Profile | Sotabase | Sotabase