paper

rcss: Subgradient and duality approach for dynamic programming

arXiv:1801.06029

Abstract

This short paper gives an introduction to the \emph{rcss} package. The R package \emph{rcss} provides users with a tool to approximate the value functions in the Bellman recursion using convex piecewise linear functions formed using operations on tangents. A pathwise method is then used to gauge the quality of the numerical results.

13 pages

rcss: Subgradient and duality approach for dynamic programming · wovepaper