Predictor-Corrector Policy Optimization

Ching-An Cheng, Xinyan Yan, Nathan D. Ratliff, Byron Boots

Abstract: We present a predictor-corrector framework, called PicCoLO, that can transform a first-order model-free reinforcement or imitation learning algorithm into a new hybrid method that leverages predict...