Toward Causal-Aware RL: State-Wise Action-Refined Temporal Difference

Hao Sun, Taiyi Wang

Although it is well known that exploration plays a key role in Reinforcement Learning (RL), prevailing exploration strategies for continuous control tasks in RL are mainly based on…