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    AAAI
    2006
    113views Intelligent Agents» more  AAAI 2006»
    Finding Maximally Satisfiable Terminologies for the Description Logic ALC
    13 years 11 months ago
    Finding Maximally Satisfiable Terminologies for the Description Logic ALC
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    For ontologies represented as Description Logic Tboxes, optimised DL reasoners are able to detect logical errors, but there is comparatively limited support for resolving such pro...
    Thomas Andreas Meyer, Kevin Lee, Richard Booth, Je...
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    AAAI
    2006
    93views Intelligent Agents» more  AAAI 2006»
    Strong Mediated Equilibrium
    13 years 11 months ago
    Strong Mediated Equilibrium
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    Providing agents with strategies that will be robust against deviations by coalitions is central to the design of multi-agent agents. However, such strategies, captured by the not...
    Dov Monderer, Moshe Tennenholtz
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    AAAI
    2006
    101views Intelligent Agents» more  AAAI 2006»
    Temporal Preference Optimization as Weighted Constraint Satisfaction
    13 years 11 months ago
    Temporal Preference Optimization as Weighted Constraint Satisfaction
    Download  www.aaai.org
    We present a new efficient algorithm for obtaining utilitarian optimal solutions to Disjunctive Temporal Problems with Preferences (DTPPs). The previous state-of-the-art system ac...
    Michael D. Moffitt, Martha E. Pollack
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    AAAI
    2006
    99views Intelligent Agents» more  AAAI 2006»
    Cross System Personalization by Learning Manifold Alignments
    13 years 11 months ago
    Cross System Personalization by Learning Manifold Alignments
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    Bhaskar Mehta
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    AAAI
    2006
    145views Intelligent Agents» more  AAAI 2006»
    Model-Based Collaborative Filtering as a Defense against Profile Injection Attacks
    13 years 11 months ago
    Model-Based Collaborative Filtering as a Defense against Profile Injection Attacks
    Download  maya.cs.depaul.edu
    The open nature of collaborative recommender systems allows attackers who inject biased profile data to have a significant impact on the recommendations produced. Standard memory-...
    Bamshad Mobasher, Robin D. Burke, Jeff J. Sandvig
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    AAAI
    2006
    96views Intelligent Agents» more  AAAI 2006»
    Algorithms for Control and Interaction of Large Formations of Robots
    13 years 11 months ago
    Algorithms for Control and Interaction of Large Formations of Robots
    Download  robotics.usc.edu
    NSF and NASA sponsored a workshop to discuss harvesting solar power in space. One solution considered was the use of a swarm of robots to form a solar reflector. How can these rob...
    Ross Mead, Jerry B. Weinberg
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    AAAI
    2006
    104views Intelligent Agents» more  AAAI 2006»
    Extracting Knowledge about Users' Activities from Raw Workstation Contents
    13 years 11 months ago
    Extracting Knowledge about Users' Activities from Raw Workstation Contents
    Download  www.cs.cmu.edu
    A long-standing goal of AI is the development of intelligent workstation-based personal agents to assist users in their daily lives. A key impediment to this goal is the unrealist...
    Tom M. Mitchell, Sophie H. Wang, Yifen Huang, Adam...
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    AAAI
    2006
    166views Intelligent Agents» more  AAAI 2006»
    Multi-Conditional Learning: Generative/Discriminative Training for Clustering and Classification
    13 years 11 months ago
    Multi-Conditional Learning: Generative/Discriminative Training for Clustering and Classification
    Download  www.cs.umass.edu
    This paper presents multi-conditional learning (MCL), a training criterion based on a product of multiple conditional likelihoods. When combining the traditional conditional proba...
    Andrew McCallum, Chris Pal, Gregory Druck, Xuerui ...
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    AAAI
    2006
    94views Intelligent Agents» more  AAAI 2006»
    Learning Representation and Control in Continuous Markov Decision Processes
    13 years 11 months ago
    Learning Representation and Control in Continuous Markov Decision Processes
    Download  www.aaai.org
    This paper presents a novel framework for simultaneously learning representation and control in continuous Markov decision processes. Our approach builds on the framework of proto...
    Sridhar Mahadevan, Mauro Maggioni, Kimberly Fergus...
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    AAAI
    2006
    88views Intelligent Agents» more  AAAI 2006»
    Probabilistic Temporal Planning with Uncertain Durations
    13 years 11 months ago
    Probabilistic Temporal Planning with Uncertain Durations
    Download  www.aaai.org
    Few temporal planners handle both concurrency and uncertain durations, but these features commonly co-occur in realworld domains. In this paper, we discuss the challenges caused b...
    Mausam, Daniel S. Weld
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