Enhancing Policy Gradient with the Polyak Step-Size Adaption

Yunxiang Li, Rui Yuan, Chen Fan +4

Policy gradient is a widely utilized and foundational algorithm in the field of reinforcement learning (RL). Renowned for its convergence guarantees and stability compared to other…