Value and Policy Iteration in Optimal Control and Adaptive Dynamic Programming
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Abstract (arXiv)
In this paper, we consider discrete-time infinite horizon problems of optimal control to a terminal set of states. These are the problems that are often taken as the starting point for adaptive dynamic programming. Under very general assumptions, we establish the uniqueness of solution of Bellman's equation, and we provide convergence results for value and policy iteration.
Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 3 Jul 2015.
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