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    Logic of Adaptive Behavior Knowledge Representation and Algorithms for Adaptive Sequential Decision Making under Uncertainty in First-Order and Relational Domains - Volume 192 Frontiers in Artificial Intelligence and Applications

    ISBN-10: 1586039695
    ISBN-13: 9781586039691
    Author(s): M. Van
    Description: Learning and reasoning in large, structured, probabilistic worlds is at the heart of artificial intelligence. Markov decision processes have become the de facto standard in modeling and solving sequential decision making problems under uncertainty.  More...
    Buy it from: $22.18
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    List Price: $217.00
    Publisher: IOS Press, Incorporated
    Binding: Hardcover
    Pages: 215
    Size: 6.75" wide x 9.50" long x 1.50" tall
    Weight: 2.332
    Language: English

    Learning and reasoning in large, structured, probabilistic worlds is at the heart of artificial intelligence. Markov decision processes have become the de facto standard in modeling and solving sequential decision making problems under uncertainty. Many efficient reinforcement learning and dynamic programming techniques exist that can solve such problems. Until recently, the representational state-of-the-art in this field was based on propositional representations.

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