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Publikace

Estimating of Bellman function via suboptimal strategies

Typ:
Konferenční příspěvek
Autoři publikace:
Název sborniku:
IEEE International Conference on Systems, Man, and Cybernetics 2010
Nakladatel:
IEEE
Místo vydání:
Istambul
Rok:
2010
ISBN:
978-1-4244-6587-3
ISSN:
1062-922X
Klíčová slova:
Bellman function, approaximated dynamic programming
Anotace:
The paper concerns approximate dynamic decision making. It deals with solving Bellman equation to obtain the Bellman function via so-called suboptimal strategies. The suboptimal strategies are strategies reflecting the revision of the realized past decisions. The revision is conditioned on availability of future knowledge. Suboptimal strategies help to transform the estimation of Bellman function to solving system of algebraic equations, when parametrized form of Bellman function is used. The presented approach is applied to futures trading task.
 
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