Behavior Constraining in Weight Space for Offline Reinforcement Learning

Phillip Swazinna, Steffen Udluft, Daniel Hein +1

In offline reinforcement learning, a policy needs to be learned from a single pre-collected dataset. Typically, policies are thus regularized during training to behave similarly to…