Hanhua Zhu

Generalized Representation Learning Methods for Deep Reinforcement Learning

Deep reinforcement learning (DRL) increases the successful applications of reinforcement learning (RL) techniques but also brings challenges such as low sample efficiency. In this work, I propose generalized representation learning methods to obtain compact state space suitable for RL from a raw obs…