Learning Sparse Representations in Reinforcement Learning with Sparse Coding

Lei Le, Raksha Kumaraswamy, Martha White

A variety of representation learning approaches have been investigated for reinforcement learning; much less attention, however, has been given to investigating the utility of spar…