Model-free Representation Learning and Exploration in Low-rank MDPs

Aditya Modi, Jinglin Chen, Akshay Krishnamurthy +2

The low rank MDP has emerged as an important model for studying representation learning and exploration in reinforcement learning. With a known representation, several model-free e…