An Empirical Study of Implicit Regularization in Deep Offline RL

Caglar Gulcehre, Srivatsan Srinivasan, Jakub Sygnowski +5

Deep neural networks are the most commonly used function approximators in offline reinforcement learning. Prior works have shown that neural nets trained with TD-learning and gradi…