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Min-max certainty equivalence principle and differential games

✍ Scribed by Pierre Bernhard; Alain Rapaport


Publisher
John Wiley and Sons
Year
1996
Tongue
English
Weight
715 KB
Volume
6
Category
Article
ISSN
1049-8923

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✦ Synopsis


This paper presents a version of the certainty equivalence principle, usable for nonlinear, variable endtime, partial observation zero-sum differential games, which states that under the unicity of the solution to the auxiliary problem, optimal controllers can be derived from the solution of the related perfect observation game. An example is provided where in one region, the new extended result holds, giving an optimal control, and in another region, the unicity condition if is not met, leading indeed to a non-certainty equivalent optimal controller.


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## Abstract Optimal stochastic control problem for general non‐linear dynamic system with unknown parameters is considered. An approximative assumption, which has been named partial certainty equivalence (PCE) principle, is suggested for design of adaptive controllers of non‐linear and linear stoch