Learning latent state representation for speeding up exploration

Giulia Vezzani, Abhishek Gupta, Lorenzo Natale +1

Exploration is an extremely challenging problem in reinforcement learning, especially in high dimensional state and action spaces and when only sparse rewards are available. Effect…