Episodic Novelty Through Temporal Distance

Yuhua Jiang, Qihan Liu, Yiqin Yang +8

Exploration in sparse reward environments remains a significant challenge in reinforcement learning, particularly in Contextual Markov Decision Processes (CMDPs), where environment…