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arxiv: 1503.02375 · v3 · pith:FL4TYO3Jnew · submitted 2015-03-09 · 🧮 math.PR

On the informational structure in optimal dynamic stochastic control

classification 🧮 math.PR
keywords informationalstochasticstructurecontroldynamicoptimalallowsbellman
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We formulate a very general framework for optimal dynamic stochastic control problems which allows for a control-dependent informational structure. The issue of informational consistency is investigated. Bellman's principle is formulated and proved. In a series of related results, we expound on the informational structure in the context of (completed) natural filtrations of stochastic processes.

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