This project implements a Dynamic Programming (DP) solution for optimal inventory control, inspired by fundamental principles in Dimitri Bertsekas's work on " Lessons from AlphaZero for Optimal, Model ...

Reformulating value as a discounting function, we show precisely how a reward-rate-optimal agent’s discounting function (1) combines hyperbolic and linear components reflecting apportionment and ...

Tricuspid annular plane systolic excursion (TAPSE), Doppler tissue imaging–derived tricuspid lateral annular systolic wave velocity (S′), and right ventricular fractional area change (RV‐FAC) are the ...

In Appendix: Minimization of Regret Under Optimal Value Functions and the Delta Rule, we extend the demonstration for nonlinear value functions in the presence of motivation.

State-of-the-art approaches to optimal control use smooth approximations of value and policy functions and gradient-based algorithms for improving approximator parameters. Unfortunately, we show that ...

In this paper we provide a computational approach to a minimization problem for the value function associated with an affine optimal control problem subject to terminal-constraint with quadratic cost ...