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    AAAI
    2015
    17views Intelligent Agents» more  AAAI 2015»
    A Graphical Representation for Games in Partition Function Form
    10 years 1 months ago
    A Graphical Representation for Games in Partition Function Form
    Download  www.cs.ox.ac.uk
    We propose a novel representation for coalitional games with externalities, called Partition Decision Trees. This representation is based on rooted directed trees, where non-leaf ...
    Oskar Skibski, Tomasz P. Michalak, Yuko Sakurai, M...
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    AAAI
    2015
    16views Intelligent Agents» more  AAAI 2015»
    Dialogue Understanding in a Logic of Action and Belief
    10 years 1 months ago
    Dialogue Understanding in a Logic of Action and Belief
    Download  www.isle.org
    In recent work, Langley et al. (2014) introduced UMBRA, a system for plan and dialogue understanding. The program applies a form of abductive inference to generate explanations in...
    Alfredo Gabaldon, Pat Langley
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    AAAI
    2015
    29views Intelligent Agents» more  AAAI 2015»
    Finding Meaningful Gaps to Guide Data Acquisition for a Radiation Adjudication System
    10 years 1 months ago
    Finding Meaningful Gaps to Guide Data Acquisition for a Radiation Adjudication System
    Download  www.cs.cmu.edu
    We consider the problem of identifying discrepancies between training and test data which are responsible for the reduced performance of a classification system. Intended for use...
    Nick Gisolfi, Madalina Fiterau, Artur Dubrawski
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    AAAI
    2015
    15views Intelligent Agents» more  AAAI 2015»
    Shift-Pessimistic Active Learning Using Robust Bias-Aware Prediction
    10 years 1 months ago
    Shift-Pessimistic Active Learning Using Robust Bias-Aware Prediction
    Download  www.cs.uic.edu
    Existing approaches to active learning are generally optimistic about their certainty with respect to data shift between labeled and unlabeled data. They assume that unknown datap...
    Anqi Liu, Lev Reyzin, Brian D. Ziebart
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    AAAI
    2015
    25views Intelligent Agents» more  AAAI 2015»
    Learning Partial Lexicographic Preference Trees over Combinatorial Domains
    10 years 1 months ago
    Learning Partial Lexicographic Preference Trees over Combinatorial Domains
    Download  cs.uky.edu
    We introduce partial lexicographic preference trees (PLPtrees) as a formalism for compact representations of preferences over combinatorial domains. Our main results concern the p...
    Xudong Liu, Miroslaw Truszczynski
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