Reinforcement Learning With Reward Machines in Stochastic Games

Jueming Hu, Jean-Raphael Gaglione, Yanze Wang +3

We investigate multi-agent reinforcement learning for stochastic games with complex tasks, where the reward functions are non-Markovian. We utilize reward machines to incorporate h…