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Raphaël Avalos
Raphaël Avalos
PhD Candidate, Vrije Universiteit Brussel
Verified email at vub.be - Homepage
Title
Cited by
Cited by
Year
Local Advantage Networks for Cooperative Multi-Agent Reinforcement Learning
R Avalos, M Reymond, A Nowé, DM Roijers
Proceedings of the 21st International Conference on Autonomous Agents and …, 2022
112022
Multi-agent RMax for Multi-Agent Multi-Armed Bandits
E Bargiacchi, T Verstraeten, D Roijers, A Nowé, H van Hasselt
Proc. of Adaptive and Learning Agents Worksh, 2022
52022
The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models
R Avalos, F Delgrange, A Nowé, GA Pérez, DM Roijers
arXiv preprint arXiv:2303.03284, 2023
22023
Local advantage networks for multi-agent reinforcement learning in dec-pomdps
R Avalos, M Reymond, A Nowe, DM Roijers
Transactions on Machine Learning Research, 2023
12023
Exploration and Communication for Partially Observable Collaborative Multi-Agent Reinforcement Learning
R Avalos
Proceedings of the 21st International Conference on Autonomous Agents and …, 2022
12022
Laser Learning Environment: A new environment for coordination-critical multi-agent tasks
Y Molinghen, R Avalos, M Van Achter, A Nowé, T Lenaerts
arXiv preprint arXiv:2404.03596, 2024
2024
Laser Learning Environment: Insights on the challenges of coordination-critical multi-agent tasks
Y Molinghen, R Avalos, M Van Achter, A Nowe, T Lenaerts
Sixteenth European Workshop on Reinforcement Learning, 2023
2023
Dynamic Size Message Scheduling for Multi-Agent Communication under Limited Bandwidth
Q Sun, D Steckelmacher, Y Yao, A Nowé, R Avalos
arXiv preprint arXiv:2306.10134, 2023
2023
Toward Evolutionary Autocurricula: Emergent Sociality from Inclusive Rewards
A Rosseau, R Avalos, A Nowe
From Cells to Societies: Collective Learning across Scales, 2022
2022
Autocurricula and Emergent Sociality from a Gene Perspective
A Rosseau, R Avalos, A Nowe
Proc. of the Adaptive and Learning Agents Workshop, 1-7, 2022
2022
Tackling Scheduling Problems with Graph Structured Reinforcement Learning
S Renty, R Avalos, A Rosseau, A Nowé
Proceedings of the Benelux Conference on Artificial Intelligence, 1-3, 2022
2022
Inclusive Rewards as a First Step Towards Evolutionary Multi-Agent Autocurricula
A Rosseau, R Avalos, A Nowé
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