Classical Policy Gradient: Preserving Bellman's Principle of Optimality

06/06/2019

∙

by   Philip S. Thomas, et al.

∙

0

∙

share

We propose a new objective function for finite-horizon episodic Markov decision processes that better captures Bellman's principle of optimality, and provide an expression for the gradient of the objective.