Path-Space Mirror Descent for On-Policy Reinforcement Learning under the Generalized Schrödinger Bridge

Yuehu Gong, Zeyuan Wang, Yulin Chen +3

Classical on-policy algorithms such as PPO and mirror descent policy optimization provide stable proximal policy updates through tractable action likelihoods, but are typically ins…