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    FLAIRS
    2007
    103views Artificial Intelligence» more  FLAIRS 2007»
    Guiding Inference with Policy Search Reinforcement Learning
    13 years 10 months ago
    Guiding Inference with Policy Search Reinforcement Learning
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    Symbolic reasoning is a well understood and effective approach to handling reasoning over formally represented knowledge; however, simple symbolic inference systems necessarily sl...
    Matthew E. Taylor, Cynthia Matuszek, Pace Reagan S...
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    FLAIRS
    2007
    94views Artificial Intelligence» more  FLAIRS 2007»
    Temporal Networks with Alternatives: Complexity and Model
    13 years 10 months ago
    Temporal Networks with Alternatives: Complexity and Model
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    Temporal Networks play an important role in solving planning problems and they are also used, though not as frequently, when solving scheduling problems. In this paper we propose ...
    Roman Barták, Ondrej Cepek
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    FLAIRS
    2007
    111views Artificial Intelligence» more  FLAIRS 2007»
    System Diagnosability Analysis Using p-slop MAP
    13 years 10 months ago
    System Diagnosability Analysis Using p-slop MAP
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    Researchers have reported successful deployments of diagnosis decision support systems based on Bayesian networks. However, the methodology for evaluating the diagnosability for s...
    Tsai-Ching Lu, K. Wojtek Przytula
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    FLAIRS
    2007
    168views Artificial Intelligence» more  FLAIRS 2007»
    Context-Sensitive MTL Networks for Machine Lifelong Learning
    13 years 10 months ago
    Context-Sensitive MTL Networks for Machine Lifelong Learning
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    Context-sensitive Multiple Task Learning, or csMTL, is presented as a method of inductive transfer that uses a single output neural network and additional contextual inputs for le...
    Daniel L. Silver, Ryan Poirier
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    FLAIRS
    2007
    142views Artificial Intelligence» more  FLAIRS 2007»
    UCFTAC: A Control Based Supply Chain Management Trading Agent
    13 years 10 months ago
    UCFTAC: A Control Based Supply Chain Management Trading Agent
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    We describe UCFTAC, a trading agent based on control based principles, which has participated with success in 2006 Supply Chain Management Trading Agent Competition. The UCFTAC ap...
    Ghaith Haddad, Brent Horine, Ladislau Böl&oum...
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    FLAIRS
    2007
    116views Artificial Intelligence» more  FLAIRS 2007»
    A Decision Theoretic View on Choosing Heuristics for Discovery of Graphical Models
    13 years 10 months ago
    A Decision Theoretic View on Choosing Heuristics for Discovery of Graphical Models
    Download  www.aaai.org
    Discovery of graphical models is NP-hard in general, which justifies using heuristics. We consider four commonly used heuristics. We summarize the underlying assumptions and anal...
    Yang Xiang
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    FLAIRS
    2007
    122views Artificial Intelligence» more  FLAIRS 2007»
    Maintaining Arc-Consistency over Mutex Relations in Planning Graphs during Search
    13 years 10 months ago
    Maintaining Arc-Consistency over Mutex Relations in Planning Graphs during Search
    Download  www.aaai.org
    We deal with the search process of the GraphPlan algorithm in this paper. We concentrate on a problem of finding supports for a sub-goal which arises during the search. We model t...
    Pavel Surynek, Roman Barták
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    FLAIRS
    2007
    101views Artificial Intelligence» more  FLAIRS 2007»
    Introductory AI for Both Computer Science and Neuroscience Students
    13 years 10 months ago
    Introductory AI for Both Computer Science and Neuroscience Students
    Download  www.aaai.org
    Macalester College offers a single undergraduate elective in artificial intelligence. This course is cross-listed between Computer Science and Cognitive and Neuroscience Studies,...
    Susan Eileen Fox
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    FLAIRS
    2007
    101views Artificial Intelligence» more  FLAIRS 2007»
    A Model for Qualitative Spatial Reasoning Combining Topology, Orientation and Distance
    13 years 10 months ago
    A Model for Qualitative Spatial Reasoning Combining Topology, Orientation and Distance
    Download  www.aaai.org
    Much work has been done in the area of qualitative spatial reasoning over the past years, with application in various domains. However, existing models only capture particular asp...
    David Brageul, Hans W. Guesgen
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    FLAIRS
    2007
    181views Artificial Intelligence» more  FLAIRS 2007»
    Combining Machine Learning with Linguistic Heuristics for Chinese Word Segmentation
    13 years 10 months ago
    Combining Machine Learning with Linguistic Heuristics for Chinese Word Segmentation
    Download  www.personal.psu.edu
    This paper describes a hybrid model that combines machine learning with linguistic heuristics for integrating unknown word identification with Chinese word segmentation. The model...
    Xiaofei Lu
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