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    AIPS
    2000
    102views Artificial Intelligence» more  AIPS 2000»
    Learning Planning Operators in Real-World, Partially Observable Environments
    13 years 11 months ago
    Learning Planning Operators in Real-World, Partially Observable Environments
    Download  www.aaai.org
    Matthew D. Schmill, Tim Oates, Paul R. Cohen
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    AIPS
    2000
    97views Artificial Intelligence» more  AIPS 2000»
    Distance-Based Goal-Ordering Heuristics for Graphplan
    13 years 11 months ago
    Distance-Based Goal-Ordering Heuristics for Graphplan
    Download  rakaposhi.eas.asu.edu
    We will discuss the shortcomings of known variable and value ordering strategies for Graphplan's backward search phase, and propose a novel strategy that is based on a notion...
    Subbarao Kambhampati, Romeo Sanchez Nigenda
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    AIPS
    2004
    82views Artificial Intelligence» more  AIPS 2004»
    Learning Domain-Specific Control Knowledge from Random Walks
    13 years 11 months ago
    Learning Domain-Specific Control Knowledge from Random Walks
    Download  www2.parc.com
    We describe and evaluate a system for learning domainspecific control knowledge. In particular, given a planning domain, the goal is to output a control policy that performs well ...
    Alan Fern, Sung Wook Yoon, Robert Givan
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    AIPS
    2000
    108views Artificial Intelligence» more  AIPS 2000»
    A New Perspective on Algorithms for Optimizing Policies under Uncertainty
    13 years 11 months ago
    A New Perspective on Algorithms for Optimizing Policies under Uncertainty
    Download  www.ics.uci.edu
    The paper takes a fresh look at algorithms for maximizing expected utility over a set of policies, that is, a set of possible ways of reacting to observations about an uncertain s...
    Rina Dechter
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    AIPS
    2000
    93views Artificial Intelligence» more  AIPS 2000»
    Planning with Reduced Operator Sets
    13 years 11 months ago
    Planning with Reduced Operator Sets
    Download  www.aaai.org
    Classical propositional STRIPSplanning is nothing but the searchfor a path in the state-transition graph induced by the operators in the planning problem. Whatmakes the problem ha...
    Patrik Haslum, Peter Jonsson
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