Although this textbook is intended for use in a two-term sequence of courses introducing mathematical methods of operations research, the first part can also be used along for a course on linear programming. The authors have chosen to provide deep and thorough coverage of the most important methods in operations research, rather than a superficial treatment of a larger number of topics.
Dynamic programming is an extremely powerful optimization approach used for the solution of problems which can be formulated to exhibit a serial stage-state structure.
Rollout, Policy Iteration, and Distributed Reinforcement Learning: Ce Lüe Qian Zhan, Ce Lüe Die Dai Yu Fen Bu Shi Qiang...
Stochastic Optimal Control: The Discrete Time Case