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 | 11 | 2022 |
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 | 5 | 2022 |
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 | 2 | 2023 |
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 | 1 | 2023 |
Exploration and Communication for Partially Observable Collaborative Multi-Agent Reinforcement Learning R Avalos Proceedings of the 21st International Conference on Autonomous Agents and …, 2022 | 1 | 2022 |
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 | | |