Warren B. Powell
Abstract
This chapter contains sections titled: The Optimality Equations Finite Horizon Problems Infinite Horizon Problems Value Iteration Policy Iteration Hybrid Value-Policy Iteration Average Reward Dynamic Programming The Linear Programming Method for Dynamic Programs Monotone Policies* Why Does It Work?** Bibliographic Notes Problems
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This chapter contains sections titled: The Optimality Equations Finite Horizon Problems Infinite Horizon Problems Value Iteration Policy Iteration Hybrid Value-Policy Iteration Average Reward Dynamic Programming The Linear Programming Method for Dynamic Programs Monotone Policies* Why Does It Work?** Bibliographic Notes Problems
Key concepts: Markov decision process, Dynamic programming, Monotone polygon, Mathematical optimization, Value (mathematics), Horizon, Computer science, Mathematical economics