Conformal Symplectic Optimization for Stable Reinforcement Learning

Yao Lyu, Xiangteng Zhang, Shengbo Eben Li +5

Training deep reinforcement learning (RL) agents necessitates overcoming the highly unstable nonconvex stochastic optimization inherent in the trial-and-error mechanism. To tackle…