Stabilizing the Q-Gradient Field for Policy Smoothness in Actor-Critic Methods

Jeong Woon Lee, Kyoleen Kwak, Daeho Kim +1

Policies learned via continuous actor-critic methods often exhibit erratic, high-frequency oscillations, making them unsuitable for physical deployment. Current approaches attempt…