Performance of NPG in Countable State-Space Average-Cost RL

Yashaswini Murthy, Isaac Grosof, Siva Theja Maguluri +1

We consider policy optimization methods in reinforcement learning settings where the state space is arbitrarily large, or even countably infinite. The motivation arises from contro…