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    AAAI
    2008
    75views Intelligent Agents» more  AAAI 2008»
    Explicit-State Abstraction: A New Method for Generating Heuristic Functions
    13 years 7 months ago
    Explicit-State Abstraction: A New Method for Generating Heuristic Functions
    Download  www.informatik.uni-freiburg.de
    Malte Helmert, Patrik Haslum, Jörg Hoffmann
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    AAAI
    2008
    123views Intelligent Agents» more  AAAI 2008»
    Latent Tree Models and Approximate Inference in Bayesian Networks
    13 years 7 months ago
    Latent Tree Models and Approximate Inference in Bayesian Networks
    Download  www.aaai.org
    We propose a novel method for approximate inference in Bayesian networks (BNs). The idea is to sample data from a BN, learn a latent tree model (LTM) from the data offline, and wh...
    Yi Wang, Nevin Lianwen Zhang, Tao Chen
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    AAAI
    2008
    128views Intelligent Agents» more  AAAI 2008»
    Automatic Semantic Relation Extraction with Multiple Boundary Generation
    13 years 7 months ago
    Automatic Semantic Relation Extraction with Multiple Boundary Generation
    Download  www.aaai.org
    This paper addresses the task of automatic classification of semantic relations between nouns. We present an improved WordNet-based learning model which relies on the semantic inf...
    Brandon Beamer, Alla Rozovskaya, Roxana Girju
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    AAAI
    2008
    109views Intelligent Agents» more  AAAI 2008»
    Using AI for Olympic Equestrian Event Preparation
    13 years 7 months ago
    Using AI for Olympic Equestrian Event Preparation
    Download  www.cs.cityu.edu.hk
    This paper describes our experience in using modern Web 2.0 architecture, lightweight Python frameworks, and rapid prototyping to create an AI rostering and workforce management s...
    Andy Hon Wai Chun
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    AAAI
    2008
    101views Intelligent Agents» more  AAAI 2008»
    Using Clustering Methods for Discovering Event Structures
    13 years 7 months ago
    Using Clustering Methods for Discovering Event Structures
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    Cosmin Adrian Bejan, Sanda M. Harabagiu
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    AAAI
    2008
    155views Intelligent Agents» more  AAAI 2008»
    Active Learning for Pipeline Models
    13 years 7 months ago
    Active Learning for Pipeline Models
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    For many machine learning solutions to complex applications, there are significant performance advantages to decomposing the overall task into several simpler sequential stages, c...
    Dan Roth, Kevin Small
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    AAAI
    2008
    90views Intelligent Agents» more  AAAI 2008»
    Using Knowledge Driven Matrix Factorization to Reconstruct Modular Gene Regulatory Network
    13 years 7 months ago
    Using Knowledge Driven Matrix Factorization to Reconstruct Modular Gene Regulatory Network
    Download  www.cse.msu.edu
    Yang Zhou, Zheng Li, Xuerui Yang, Linxia Zhang, Sh...
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    AAAI
    2008
    207views Intelligent Agents» more  AAAI 2008»
    Adaptive Importance Sampling with Automatic Model Selection in Value Function Approximation
    13 years 7 months ago
    Adaptive Importance Sampling with Automatic Model Selection in Value Function Approximation
    Download  sugiyama-www.cs.titech.ac.jp
    Off-policy reinforcement learning is aimed at efficiently reusing data samples gathered in the past, which is an essential problem for physically grounded AI as experiments are us...
    Hirotaka Hachiya, Takayuki Akiyama, Masashi Sugiya...
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    AAAI
    2008
    119views Intelligent Agents» more  AAAI 2008»
    Lexical and Grammatical Inference
    13 years 7 months ago
    Lexical and Grammatical Inference
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    Children are facile at both discovering word boundaries and using those words to build higher-level structures in tandem. Current research treats lexical acquisition and grammar i...
    Tom Armstrong, Tim Oates
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    AAAI
    2008
    113views Intelligent Agents» more  AAAI 2008»
    Adapting ADtrees for High Arity Features
    13 years 7 months ago
    Adapting ADtrees for High Arity Features
    Download  axon.cs.byu.edu
    ADtrees, a data structure useful for caching sufficient statistics, have been successfully adapted to grow lazily when memory is limited and to update sequentially with an increme...
    Robert Van Dam, Irene Langkilde-Geary, Dan Ventura
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