Provable Multi-Task Reinforcement Learning: A Representation Learning Framework with Low Rank Rewards

Yaoze Guo, Shana Moothedath

Multi-task representation learning (MTRL) is an approach that learns shared latent representations across related tasks, facilitating collaborative learning that improves the overa…