Provable Benefit of Multitask Representation Learning in Reinforcement Learning

Yuan Cheng, Songtao Feng, Jing Yang +2

As representation learning becomes a powerful technique to reduce sample complexity in reinforcement learning (RL) in practice, theoretical understanding of its advantage is still…