Natural Policy Gradient for Average Reward Non-Stationary RL

Neharika Jali, Eshika Pathak, Pranay Sharma +2

We consider the problem of non-stationary reinforcement learning (RL) in the infinite-horizon average-reward setting. We model it by a Markov Decision Process with time-varying rew…