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    AAAI
    2006
    157views Intelligent Agents» more  AAAI 2006»
    Improving Approximate Value Iteration Using Memories and Predictive State Representations
    14 years 29 days ago
    Improving Approximate Value Iteration Using Memories and Predictive State Representations
    Download  www.aaai.org
    Planning in partially-observable dynamical systems is a challenging problem, and recent developments in point-based techniques such as Perseus significantly improve performance as...
    Michael R. James, Ton Wessling, Nikos A. Vlassis
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    IJCAI
    2007
    162views Artificial Intelligence» more  IJCAI 2007»
    Improving Anytime Point-Based Value Iteration Using Principled Point Selections
    14 years 1 months ago
    Improving Anytime Point-Based Value Iteration Using Principled Point Selections
    Download  ai.stanford.edu
    Planning in partially-observable dynamical systems (such as POMDPs and PSRs) is a computationally challenging task. Popular approximation techniques that have proved successful ar...
    Michael R. James, Michael E. Samples, Dmitri A. Do...
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