Raphaël Avalos

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Agent Communication

Reinforcement Learning

Limited Bandwidth

Top Venues

Trans. Mach. Learn. Res.

Publications

Raphaël Avalos, Florent Delgrange, Ann Nowé, Guillermo A. Pérez, Diederik M. Roijers
The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models. ICLR (2024)
Yannick Molinghen, Raphaël Avalos, Mark Van Achter, Ann Nowé, Tom Lenaerts
Laser Learning Environment: A new environment for coordination-critical multi-agent tasks. CoRR (2024)
Raphaël Avalos, Eugenio Bargiacchi, Ann Nowé, Diederik M. Roijers, Frans A. Oliehoek
Online Planning in POMDPs with State-Requests. CoRR (2024)
Raphaël Avalos, Florent Delgrange, Ann Nowé, Guillermo A. Pérez, Diederik M. Roijers
The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models. CoRR (2023)
Raphaël Avalos, Mathieu Reymond, Ann Nowé, Diederik M. Roijers
Local Advantage Networks for Multi-Agent Reinforcement Learning in Dec-POMDPs. Trans. Mach. Learn. Res. 2023 (2023)
Qingshuang Sun, Denis Steckelmacher, Yuan Yao, Ann Nowé, Raphaël Avalos
Dynamic Size Message Scheduling for Multi-Agent Communication under Limited Bandwidth. CoRR (2023)
Raphaël Avalos, Mathieu Reymond, Ann Nowé, Diederik M. Roijers
Local Advantage Networks for Cooperative Multi-Agent Reinforcement Learning. AAMAS (2022)
Raphaël Avalos
Exploration and Communication for Partially Observable Collaborative Multi-Agent Reinforcement Learning. AAMAS (2022)
Raphaël Avalos, Mathieu Reymond, Ann Nowé, Diederik M. Roijers
Local Advantage Networks for Cooperative Multi-Agent Reinforcement Learning. CoRR (2021)