Hierarchical Task Network Planning for Facilitating Cooperative Multi-Agent Reinforcement Learning

Xuechen Mu, Hankz Hankui Zhuo, Chen Chen +3

Exploring sparse reward multi-agent reinforcement learning (MARL) environments with traps in a collaborative manner is a complex task. Agents typically fail to reach the goal state…