1 code implementation • 4 Apr 2024 • Yannick Molinghen, Raphaël Avalos, Mark Van Achter, Ann Nowé, Tom Lenaerts
We introduce the Laser Learning Environment (LLE), a collaborative multi-agent reinforcement learning environment in which coordination is central.
no code implementations • 16 Jun 2023 • Qingshuang Sun, Denis Steckelmacher, Yuan YAO, Ann Nowé, Raphaël Avalos
Communication plays a vital role in multi-agent systems, fostering collaboration and coordination.
no code implementations • 23 Dec 2021 • Raphaël Avalos, Mathieu Reymond, Ann Nowé, Diederik M. Roijers
Many recent successful off-policy multi-agent reinforcement learning (MARL) algorithms for cooperative partially observable environments focus on finding factorized value functions, leading to convoluted network structures.