Decentralized Graph-Based Multi-Agent Reinforcement Learning Using Reward Machines

Jueming Hu, Zhe Xu, Weichang Wang +3

In multi-agent reinforcement learning (MARL), it is challenging for a collection of agents to learn complex temporally extended tasks. The difficulties lie in computational complex…