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    SDM
    2007
    SIAM
    104views Data Mining» more  SDM 2007»
    Boosting Optimal Logical Patterns Using Noisy Data
    13 years 9 months ago
    Boosting Optimal Logical Patterns Using Noisy Data
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    We consider the supervised learning of a binary classifier from noisy observations. We use smooth boosting to linearly combine abstaining hypotheses, each of which maps a subcube...
    Noam Goldberg, Chung-chieh Shan
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    AAAI
    2006
    90views Intelligent Agents» more  AAAI 2006»
    Preference Elicitation and Generalized Additive Utility
    13 years 9 months ago
    Preference Elicitation and Generalized Additive Utility
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    Any automated decision support software must tailor its actions or recommendations to the preferences of different users. Thus it requires some representation of user preferences ...
    Darius Braziunas, Craig Boutilier
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    AAAI
    2006
    204views Intelligent Agents» more  AAAI 2006»
    Computing Slater Rankings Using Similarities among Candidates
    13 years 9 months ago
    Computing Slater Rankings Using Similarities among Candidates
    Download  www.cs.cmu.edu
    Voting (or rank aggregation) is a general method for aggregating the preferences of multiple agents. One important voting rule is the Slater rule. It selects a ranking of the alte...
    Vincent Conitzer
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    AAAI
    2006
    135views Intelligent Agents» more  AAAI 2006»
    Collective Construction Using Lego Robots
    13 years 9 months ago
    Collective Construction Using Lego Robots
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    hibition: Extended Abstract Social insects, such as ants and termites, collectively build large and complex structures, with many individuals following simple rules and no centrali...
    Crystal Schuil, Matthew Valente, Justin Werfel, Ra...
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    AIPS
    2004
    145views Artificial Intelligence» more  AIPS 2004»
    Optimal Resource Allocation and Policy Formulation in Loosely-Coupled Markov Decision Processes
    13 years 9 months ago
    Optimal Resource Allocation and Policy Formulation in Loosely-Coupled Markov Decision Processes
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    The problem of optimal policy formulation for teams of resource-limited agents in stochastic environments is composed of two strongly-coupled subproblems: a resource allocation pr...
    Dmitri A. Dolgov, Edmund H. Durfee
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