Transition Transfer $Q$-Learning for Composite Markov Decision Processes

Jinhang Chai, Elynn Chen, Lin Yang

To bridge the gap between empirical success and theoretical understanding in transfer reinforcement learning (RL), we study a principled approach with provable performance guarante…