Raphaël Avalos

According to our database, Raphaël Avalos authored at least 7 papers between 2022 and 2024.

Collaborative distances:

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

2024

Dynamic Size Message Scheduling for Multi-Agent Communication Under Limited Bandwidth.

Qingshuang Sun, Denis Steckelmacher, Yuan Yao, Ann Nowé, Raphaël Avalos

IEEE Trans. Mob. Comput., December, 2024

Online Planning in POMDPs with State-Requests.

Raphaël Avalos, Eugenio Bargiacchi, Ann Nowé, Diederik M. Roijers, Frans A. Oliehoek

RLJ, 2024

The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models.

Raphaël Avalos, Florent Delgrange, Ann Nowé, Guillermo A. Pérez, Diederik M. Roijers

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Local Advantage Networks for Multi-Agent Reinforcement Learning in Dec-POMDPs.

Raphaël Avalos, Mathieu Reymond, Ann Nowé, Diederik M. Roijers

Trans. Mach. Learn. Res., 2023

Laser Learning Environment: A New Environment for Coordination-Critical Multi-agent Tasks.

Yannick Molinghen, Raphaël Avalos, Mark Van Achter, Ann Nowé, Tom Lenaerts

Proceedings of the Artificial Intelligence and Machine Learning - 35th Benelux Conference, 2023

2022

Local Advantage Networks for Cooperative Multi-Agent Reinforcement Learning.

Raphaël Avalos, Mathieu Reymond, Ann Nowé, Diederik M. Roijers

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

Exploration and Communication for Partially Observable Collaborative Multi-Agent Reinforcement Learning.

Raphaël Avalos

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022