Episodic Return Decomposition by Difference of Implicitly Assigned Sub-Trajectory Reward

Haoxin Lin, Hongqiu Wu, Jiaji Zhang +3

Real-world decision-making problems are usually accompanied by delayed rewards, which affects the sample efficiency of Reinforcement Learning, especially in the extremely delayed c…