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36 nips-2001-Approximate Dynamic Programming via Linear Programming


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Author: Daniela Farias, Benjamin V. Roy

Abstract: The curse of dimensionality gives rise to prohibitive computational requirements that render infeasible the exact solution of large- scale stochastic control problems. We study an efficient method based on linear programming for approximating solutions to such problems. The approach


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