Guide Actor-Critic for Continuous Control

Voot Tangkaratt, Abbas Abdolmaleki, Masashi Sugiyama

Actor-critic methods solve reinforcement learning problems by updating a parameterized policy known as an actor in a direction that increases an estimate of the expected return kno…