Jiamin Xu

New RL method uses K-step lookahead for faster learning

Researchers have developed a novel approach to reinforcement learning in non-episodic, finite-horizon Markov decision processes (MDPs). The method introduces a modified Q-function that limits planning to a K-step lookah…