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    AAAI
    2006
    104views Intelligent Agents» more  AAAI 2006»
    On Combining Multiple Classifiers Using an Evidential Approach
    14 years 29 days ago
    On Combining Multiple Classifiers Using an Evidential Approach
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    Combining multiple classifiers via combining schemes or meta-learners has led to substantial improvements in many classification problems. One of the challenging tasks is to choos...
    Yaxin Bi, Sally I. McClean, Terry J. Anderson
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    AAAI
    2006
    129views Intelligent Agents» more  AAAI 2006»
    On the Difficulty of Modular Reinforcement Learning for Real-World Partial Programming
    14 years 29 days ago
    On the Difficulty of Modular Reinforcement Learning for Real-World Partial Programming
    Download  www.cc.gatech.edu
    In recent years there has been a great deal of interest in "modular reinforcement learning" (MRL). Typically, problems are decomposed into concurrent subgoals, allowing ...
    Sooraj Bhat, Charles Lee Isbell Jr., Michael Matea...
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    AAAI
    2006
    123views Intelligent Agents» more  AAAI 2006»
    An Iterative Algorithm for Solving Constrained Decentralized Markov Decision Processes
    14 years 29 days ago
    An Iterative Algorithm for Solving Constrained Decentralized Markov Decision Processes
    Download  www.aaai.org
    Despite the significant progress to extend Markov Decision Processes (MDP) to cooperative multi-agent systems, developing approaches that can deal with realistic problems remains ...
    Aurélie Beynier, Abdel-Illah Mouaddib
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    AAAI
    2006
    107views Intelligent Agents» more  AAAI 2006»
    Performance Evaluation Methods for the Trading Agent Competition
    14 years 29 days ago
    Performance Evaluation Methods for the Trading Agent Competition
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    This paper proposes a novel method to characterize the performance of autonomous agents in the Trading Agent Competition for Supply Chain Management (TAC-SCM). We create benchmark...
    Brett Borghetti, Eric Sodomka
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    AAAI
    2006
    94views Intelligent Agents» more  AAAI 2006»
    Acquiring Constraint Networks Using a SAT-based Version Space Algorithm
    14 years 29 days ago
    Acquiring Constraint Networks Using a SAT-based Version Space Algorithm
    Download  www.lirmm.fr
    Constraint programming is a commonly used technology for solving complex combinatorial problems. However, users of this technology need significant expertise in order to model the...
    Christian Bessière, Remi Coletta, Fré...
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    AAAI
    2006
    135views Intelligent Agents» more  AAAI 2006»
    Perspective Taking: An Organizing Principle for Learning in Human-Robot Interaction
    14 years 29 days ago
    Perspective Taking: An Organizing Principle for Learning in Human-Robot Interaction
    Download  www.cc.gatech.edu
    The ability to interpret demonstrations from the perspective of the teacher plays a critical role in human learning. Robotic systems that aim to learn effectively from human teach...
    Matt Berlin, Jesse Gray, Andrea Lockerd Thomaz, Cy...
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    AAAI
    2006
    116views Intelligent Agents» more  AAAI 2006»
    Opinion Extraction and Summarization on the Web
    14 years 29 days ago
    Opinion Extraction and Summarization on the Web
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    The Web has become an excellent source for gathering consumer opinions. There are now numerous Web sources containing such opinions, e.g., product reviews, forums, discussion grou...
    Minqing Hu, Bing Liu
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    AAAI
    2006
    108views Intelligent Agents» more  AAAI 2006»
    Goal Specification, Non-Determinism and Quantifying over Policies
    14 years 29 days ago
    Goal Specification, Non-Determinism and Quantifying over Policies
    Download  www.public.asu.edu
    One important aspect in directing cognitive robots or agents is to formally specify what is expected of them. This is often referred to as goal specification. Temporal logics such...
    Chitta Baral, Jicheng Zhao
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    AAAI
    2006
    142views Intelligent Agents» more  AAAI 2006»
    Algorithms for Rationalizability and CURB Sets
    14 years 29 days ago
    Algorithms for Rationalizability and CURB Sets
    Download  www.cs.cmu.edu
    Significant work has been done on computational aspects of solving games under various solution concepts, such as Nash equilibrium, subgame perfect Nash equilibrium, correlated eq...
    Michael Benisch, George B. Davis, Tuomas Sandholm
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    AAAI
    2006
    111views Intelligent Agents» more  AAAI 2006»
    Abstract Branching for Quantified Formulas
    14 years 29 days ago
    Abstract Branching for Quantified Formulas
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    Marco Benedetti
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