Q-Planning

New Q-learning framework tackles average-reward reinforcement learning challenges

Researchers have developed a new framework for average-reward reinforcement learning that addresses challenges posed by non-mixing Markov chains. The proposed method uses a reward-agnostic m-step mixing policy to regula…