Exploiting Symmetry in Dynamics for Model-Based Reinforcement Learning with Asymmetric Rewards

Yasin Sonmez, Neelay Junnarkar, Murat Arcak

Recent work in reinforcement learning has leveraged symmetries in the model to improve sample efficiency in training a policy. A commonly used simplifying assumption is that the dy…