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    AAAI
    2012
    224views Intelligent Agents» more  AAAI 2012»
    Learning from Demonstration for Goal-Driven Autonomy
    13 years 15 days ago
    Learning from Demonstration for Goal-Driven Autonomy
    Download  users.soe.ucsc.edu
    Goal-driven autonomy (GDA) is a conceptual model for creating an autonomous agent that monitors a set of expectations during plan execution, detects when discrepancies occur, buil...
    Ben George Weber, Michael Mateas, Arnav Jhala
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    AAAI
    2012
    236views Intelligent Agents» more  AAAI 2012»
    A Robust Bayesian Truth Serum for Small Populations
    13 years 15 days ago
    A Robust Bayesian Truth Serum for Small Populations
    Download  www.eecs.harvard.edu
    Peer prediction mechanisms allow the truthful elicitation of private signals (e.g., experiences, or opinions) in regard to a true world state when this ground truth is unobservabl...
    Jens Witkowski, David C. Parkes
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    AAAI
    2012
    240views Intelligent Agents» more  AAAI 2012»
    Ontological Smoothing for Relation Extraction with Minimal Supervision
    13 years 15 days ago
    Ontological Smoothing for Relation Extraction with Minimal Supervision
    Download  homes.cs.washington.edu
    Relation extraction, the process of converting natural language text into structured knowledge, is increasingly important. Most successful techniques use supervised machine learni...
    Congle Zhang, Raphael Hoffmann, Daniel S. Weld
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    AAAI
    2012
    218views Intelligent Agents» more  AAAI 2012»
    Exact Lifted Inference with Distinct Soft Evidence on Every Object
    13 years 15 days ago
    Exact Lifted Inference with Distinct Soft Evidence on Every Object
    Download  www.ai.sri.com
    The presence of non-symmetric evidence has been a barrier for the application of lifted inference since the evidence destroys the symmetry of the first-order probabilistic model....
    Hung B. Bui, Tuyen N. Huynh, Rodrigo de Salvo Braz
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    AAAI
    2012
    205views Intelligent Agents» more  AAAI 2012»
    Planning in Factored Action Spaces with Symbolic Dynamic Programming
    13 years 15 days ago
    Planning in Factored Action Spaces with Symbolic Dynamic Programming
    Download  www.cs.tufts.edu
    We consider symbolic dynamic programming (SDP) for solving Markov Decision Processes (MDP) with factored state and action spaces, where both states and actions are described by se...
    Aswin Raghavan, Saket Joshi, Alan Fern, Prasad Tad...
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