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Bouton, Maxime
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1

Multi-agent Reinforcement Learning with Graph Q-Networks fo..:

, In: NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium,
Bouton, Maxime ; Jeong, Jaeseong ; Outes, Jose.. - p. 1-7 , 2023
Link: https://doi.org/10.1109/..
 
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2

Toward Addressing Training Data Scarcity Challenge in Emerg..:

Qureshi, Haneya Naeem ; Masood, Usama ; Manalastas, Marvin...
IEEE Communications Surveys & Tutorials.  25 (2023)  3 - p. 1954-1990 , 2023
Link: https://doi.org/10.1109/..
 
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3

A Graph Attention Learning Approach to Antenna Tilt Optimiz..:

, In: 2022 1st International Conference on 6G Networking (6GNet),
Jin, Yifei ; Vannella, Filippo ; Bouton, Maxime.. - p. 1-5 , 2022
Link: https://doi.org/10.1109/..
 
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4

Edge-distributed Coordinated Hyper-Parameter Search for Ene..:

, In: 2022 IEEE International Conference on Communications Workshops (ICC Workshops),
Farooq, Hasan ; Forgeat, Julien ; Bothe, Shruti.. - p. 421-426 , 2022
Link: https://doi.org/10.1109/..
 
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5

Reinforcement Learning with Iterative Reasoning for Merging..:

, In: 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC),
Bouton, Maxime ; Nakhaei, Alireza ; Isele, David.. - p. 1-6 , 2020
Link: https://doi.org/10.1109/..
 
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6

Safe Reinforcement Learning with Scene Decomposition for Na..:

, In: 2019 IEEE Intelligent Vehicles Symposium (IV),
Bouton, Maxime ; Nakhaei, Alireza ; Fujimura, Kikuo. - p. 1469-1476 , 2019
Link: https://doi.org/10.1109/..
 
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7

Cooperation-Aware Reinforcement Learning for Merging in Den..:

, In: 2019 IEEE Intelligent Transportation Systems Conference (ITSC),
Bouton, Maxime ; Nakhaei, Alireza ; Fujimura, Kikuo. - p. 3441-3447 , 2019
Link: https://doi.org/10.1109/..
 
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8

Pedestrian Collision Avoidance System for Scenarios with Oc..:

, In: 2019 IEEE Intelligent Vehicles Symposium (IV),
Schratter, Markus ; Bouton, Maxime ; Kochenderfer, Mykel J.. - p. 1054-1060 , 2019
Link: https://doi.org/10.1109/..
 
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9

Decomposition methods with deep corrections for reinforceme..:

Bouton, Maxime ; Julian, Kyle D. ; Nakhaei, Alireza..
Autonomous Agents and Multi-Agent Systems.  33 (2019)  3 - p. 330-352 , 2019
Link: https://doi.org/10.1007/..
 
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10

Utility Decomposition for Planning under Uncertainty for Au..:

, In: Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems,
Bouton, Maxime - p. 1731-1732 , 2018
Link: https://dl.acm.org/doi/1..
 
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11

Utility Decomposition with Deep Corrections for Scalable Pl..:

, In: Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems,
Bouton, Maxime ; Julian, Kyle ; Nakhaei, Alireza.. - p. 462-469 , 2018
Link: https://dl.acm.org/doi/1..
 
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12

Towards Addressing Training Data Scarcity Challenge in Emer..:

Qureshi, Haneya Naeem ; Masood, Usama ; Manalastas, Marvin...
http://arxiv.org/abs/2304.12480.  , 2023
Link: http://arxiv.org/abs/230..
 
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13

Multi-agent Reinforcement Learning with Graph Q-Networks fo..:

Bouton, Maxime ; Jeong, Jaeseong ; Outes, Jose..
http://arxiv.org/abs/2302.01199.  , 2023
Link: http://arxiv.org/abs/230..
 
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14

Towards addressing training data scarcity challenge in emer..:

Qureshi, Haneya Naeem ; Masood, Usama ; Manalastas, Marvin...
https://eprints.gla.ac.uk/305062/2/305062.pdf.  , 2023
Link: https://eprints.gla.ac.u..
 
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15

Model Based Residual Policy Learning with Applications to A..:

Möllerstedt, Viktor Eriksson ; Russo, Alessio ; Bouton, Maxime
http://arxiv.org/abs/2211.08796.  , 2022
Link: http://arxiv.org/abs/221..
 
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