Policy Newton Algorithm in Reproducing Kernel Hilbert Space

Yixian Zhang, Huaze Tang, Chao Wang +1

Reinforcement learning (RL) policies represented in Reproducing Kernel Hilbert Spaces (RKHS) offer powerful representational capabilities. While second-order optimization methods l…