The Role of Deep Learning Regularizations on Actors in Offline RL

Denis Tarasov, Anja Surina, Caglar Gulcehre

Deep learning regularization techniques, such as dropout, layer normalization, or weight decay, are widely adopted in the construction of modern artificial neural networks, often r…