Reflex: Reinforcement Learning with Reflection Symmetry Exploitation in State-Based Continuous Control.

arXiv:2605.23415v3 Announce Type: replace-cross Abstract: Reinforcement learning has long struggled with poor sample efficiency. One promising approach to mitigate this problem is leveraging group-invariant Markov Decision Processes ($G$-invariant MDPs). Exist