ICLR2023

Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data

Fuxiang Zhang, Chengxing Jia, Yi-Chen Li, Lei Yuan, Yang Yu, Zongzhang Zhang

摘要

Multi-task Adaptation in MARL • Cooperative multi-agent reinforcement learning (MARL) faces the challenge of adapting to multiple tasks with varying agents and targets. • Agent number changes when agents come and go • Environment target changes with time Autonomous warehouse https://images.app.goo.gl/VTiBjtkerC5BGDZa6