Convergence Theorems for Entropy-Regularized and Distributional Reinforcement Learning

Yash Jhaveri, Harley Wiltzer, Patrick Shafto +2

In the pursuit of finding an optimal policy, reinforcement learning (RL) methods generally ignore the properties of learned policies apart from their expected return. Thus, even wh…