One-Step Bellman Alignment Enables Provably Efficient Transfer in Online RL

Elynn Chen, Enpei Zhang, Jinhang Chai +1

We study online transfer reinforcement learning (RL) in episodic Markov decision processes, where experience from related source tasks is available during learning on a target task…