How Temporal-Difference Methods works part3(Machine Learning)
Optimal policy evaluation using kernel-based temporal difference methods(arXiv) Author : Yaqi Duan, Mengdi Wang, Martin J. Wainwright Abstract : We study methods based on reproducing kernel Hilbert spaces for estimating the value function of an infinite-horizon discounted Markov reward process (MRP). We study a regularized form of the kernel least-squares…
How Temporal-Difference Methods works part3(Machine Learning) Optimal policy evaluation using kernel-based temporal difference methods(arXiv) Author : Yaqi Duan, Mengdi Wang, Martin J. Wainwright Abstract : We study methods based on reproducing kernel Hilbert spaces for estimating the value function of an infinite-horizon discounted Markov reward process (MRP). We study a regularized form of the kernel least-squares… deep-learning
TemporalDifference Methods work part3Machine Learning Optimal policy evaluation using kernelbased temporal difference methodsarXiv Author Yaqi Duan Mengdi Wang Martin J Wainwright Abstract study method based reproducing kernel Hilbert space estimating value function infinitehorizon discounted Markov reward process MRP study regularized form kernel leastsquares… deeplearning