Maxime Bouton - RankMe

31 papers A* 2A 2B 2C 2Journal 17Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Collaborative Safe Bayesian Optimization. CoRR Alina Castell Blasco, Maxime Bouton
2025	J	`jnl`	A Distributed Plug-and-Play MCMC Algorithm for High-Dimensional Inverse Problems. CoRR Maxime Bouton, Pierre-Antoine Thouvenin, Audrey Repetti, Pierre Chainais
2025	—	`conf`	Multi-GPU distributed PnP-ULA for high-dimensional imaging inverse problems. SSP Maxime Bouton, Pierre-Antoine Thouvenin, Audrey Repetti, Pierre Chainais
2023	B	`conf`	Multi-agent Reinforcement Learning with Graph Q-Networks for Antenna Tuning. NOMS Maxime Bouton, Jaeseong Jeong, José Outes, Adriano Mendo, Alexandros Nikou
2023	J	`jnl`	Multi-agent Reinforcement Learning with Graph Q-Networks for Antenna Tuning. CoRR Maxime Bouton, Jaeseong Jeong, José Outes, Adriano Mendo, Alexandros Nikou
2023	J	`jnl`	Toward Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework. IEEE Commun. Surv. Tutorials 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
2023	J	`jnl`	Towards Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework. CoRR 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
2022	—	`conf`	A Graph Attention Learning Approach to Antenna Tilt Optimization. 6GNet Yifei Jin, Filippo Vannella, Maxime Bouton, Jaeseong Jeong, Ezeddin Al Hakim
2022	—	`conf`	Edge-distributed Coordinated Hyper-Parameter Search for Energy Saving SON Use-Case. ICC Workshops Hasan Farooq, Julien Forgeat, Shruti Bothe, Maxime Bouton, Per Karlsson
2022	J	`jnl`	Model Based Residual Policy Learning with Applications to Antenna Control. CoRR Viktor Eriksson Möllerstedt, Alessio Russo, Maxime Bouton
2021	J	`jnl`	A Graph Attention Learning Approach to Antenna Tilt Optimization. CoRR Yifei Jin, Filippo Vannella, Maxime Bouton, Jaeseong Jeong, Ezeddin Al Hakim
2021	—	`conf`	Coordinated Hyper-Parameter Search for Edge Machine Learning in Beyond-5G Networks. ICC Workshops Hasan Farooq, Julien Forgeat, Shruti Bothe, Maxime Bouton, Meral Shirazipour, Per Karlsson
2021	J	`jnl`	Coordinated Reinforcement Learning for Optimizing Mobile Networks. CoRR Maxime Bouton, Hasan Farooq, Julien Forgeat, Shruti Bothe, Meral Shirazipour, Per Karlsson
2020	A*	`conf`	Point-Based Methods for Model Checking in Partially Observable Markov Decision Processes. AAAI Maxime Bouton, Jana Tumova, Mykel J. Kochenderfer
2020	J	`jnl`	Point-Based Methods for Model Checking in Partially Observable Markov Decision Processes. CoRR Maxime Bouton, Jana Tumova, Mykel J. Kochenderfer
2020	—	`conf`	Reinforcement Learning with Iterative Reasoning for Merging in Dense Traffic. ITSC Maxime Bouton, Alireza Nakhaei, David Isele, Kikuo Fujimura, Mykel J. Kochenderfer
2020	J	`jnl`	Reinforcement Learning with Iterative Reasoning for Merging in Dense Traffic. CoRR Maxime Bouton, Alireza Nakhaei, David Isele, Kikuo Fujimura, Mykel J. Kochenderfer
2019	—	`conf`	Cooperation-Aware Reinforcement Learning for Merging in Dense Traffic. ITSC Maxime Bouton, Alireza Nakhaei, Kikuo Fujimura, Mykel J. Kochenderfer
2019	J	`jnl`	Cooperation-Aware Reinforcement Learning for Merging in Dense Traffic. CoRR Maxime Bouton, Alireza Nakhaei, Kikuo Fujimura, Mykel J. Kochenderfer
2019	J	`jnl`	Decomposition methods with deep corrections for reinforcement learning. Auton. Agents Multi Agent Syst. Maxime Bouton, Kyle D. Julian, Alireza Nakhaei, Kikuo Fujimura, Mykel J. Kochenderfer
2019	C	`conf`	Pedestrian Collision Avoidance System for Scenarios with Occlusions. IV Markus Schratter, Maxime Bouton, Mykel J. Kochenderfer, Daniel Watzenig
2019	J	`jnl`	Pedestrian Collision Avoidance System for Scenarios with Occlusions. CoRR Markus Schratter, Maxime Bouton, Mykel J. Kochenderfer, Daniel Watzenig
2019	J	`jnl`	Reinforcement Learning with Probabilistic Guarantees for Autonomous Driving. CoRR Maxime Bouton, Jesper Karlsson, Alireza Nakhaei, Kikuo Fujimura, Mykel J. Kochenderfer, Jana Tumova
2019	C	`conf`	Safe Reinforcement Learning with Scene Decomposition for Navigating Complex Urban Environments. IV Maxime Bouton, Alireza Nakhaei, Kikuo Fujimura, Mykel J. Kochenderfer
2019	J	`jnl`	Safe Reinforcement Learning with Scene Decomposition for Navigating Complex Urban Environments. CoRR Maxime Bouton, Alireza Nakhaei, Kikuo Fujimura, Mykel J. Kochenderfer
2018	A*	`conf`	Scalable Decision Making with Sensor Occlusions for Autonomous Driving. ICRA Maxime Bouton, Alireza Nakhaei, Kikuo Fujimura, Mykel J. Kochenderfer
2018	A	`conf`	Utility Decomposition for Planning under Uncertainty for Autonomous Driving. AAMAS Maxime Bouton
2018	A	`conf`	Utility Decomposition with Deep Corrections for Scalable Planning under Uncertainty. AAMAS Maxime Bouton, Kyle Julian, Alireza Nakhaei, Kikuo Fujimura, Mykel J. Kochenderfer
2018	J	`jnl`	Utility Decomposition with Deep Corrections for Scalable Planning under Uncertainty. CoRR Maxime Bouton, Kyle Julian, Alireza Nakhaei, Kikuo Fujimura, Mykel J. Kochenderfer
2017	J	`jnl`	Belief State Planning for Autonomously Navigating Urban Intersections. CoRR Maxime Bouton, Akansel Cosgun, Mykel J. Kochenderfer
2017	B	`conf`	Belief state planning for autonomously navigating urban intersections. Intelligent Vehicles Symposium Maxime Bouton, Akansel Cosgun, Mykel J. Kochenderfer