Approximate Equivariance in Reinforcement Learning

Jung Yeon Park, Sujay Bhatt, Sihan Zeng +4

Equivariant neural networks have shown great success in reinforcement learning, improving sample efficiency and generalization when there is symmetry in the task. However, in many…