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    IJCAI
    2003
    87views Artificial Intelligence» more  IJCAI 2003»
    SMDP Homomorphisms: An Algebraic Approach to Abstraction in Semi-Markov Decision Processes
    13 years 6 months ago
    SMDP Homomorphisms: An Algebraic Approach to Abstraction in Semi-Markov Decision Processes
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    Balaraman Ravindran, Andrew G. Barto
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    IJCAI
    2003
    104views Artificial Intelligence» more  IJCAI 2003»
    Combining Two Local Search Approaches to Hypergraph Partitioning
    13 years 6 months ago
    Combining Two Local Search Approaches to Hypergraph Partitioning
    Download  dli.iiit.ac.in
    We study leading-edge local search heuristics for balanced hypergraph partitioning and Boolean satisfiability, intending the generalization of such heuristics beyond their origina...
    Arathi Ramani, Igor L. Markov
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    IJCAI
    2003
    122views Artificial Intelligence» more  IJCAI 2003»
    Gaussian Process Models of Spatial Aggregation Algorithms
    13 years 6 months ago
    Gaussian Process Models of Spatial Aggregation Algorithms
    Download  www.cs.dartmouth.edu
    Multi-level spatial aggregates are important for data mining in a variety of scientific and engineering applications, from analysis of weather data (aggregating temperature and p...
    Naren Ramakrishnan, Christopher Bailey-Kellogg
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    IJCAI
    2003
    109views Artificial Intelligence» more  IJCAI 2003»
    The Traits of the Personable
    13 years 6 months ago
    The Traits of the Personable
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    Information personalization is fertile ground for application of AI techniques. In this article I relate personalization to the ability to capture partial information in an informa...
    Naren Ramakrishnan
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    IJCAI
    2003
    188views Artificial Intelligence» more  IJCAI 2003»
    A Bayesian Approach to Imitation in Reinforcement Learning
    13 years 6 months ago
    A Bayesian Approach to Imitation in Reinforcement Learning
    Download  ijcai.org
    In multiagent environments, forms of social learning such as teaching and imitation have been shown to aid the transfer of knowledge from experts to learners in reinforcement lear...
    Bob Price, Craig Boutilier
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    IJCAI
    2003
    86views Artificial Intelligence» more  IJCAI 2003»
    First-order probabilistic inference
    13 years 6 months ago
    First-order probabilistic inference
    Download  reason.cs.uiuc.edu
    Most probabilistic inference algorithms are specified and processed on a propositional level. In the last decade, many proposals for algorithms accepting first-order specificat...
    David Poole
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    IJCAI
    2003
    122views Artificial Intelligence» more  IJCAI 2003»
    Point-based value iteration: An anytime algorithm for POMDPs
    13 years 6 months ago
    Point-based value iteration: An anytime algorithm for POMDPs
    Download  www.cs.mcgill.ca
    This paper introduces the Point-Based Value Iteration (PBVI) algorithm for POMDP planning. PBVI approximates an exact value iteration solution by selecting a small set of represen...
    Joelle Pineau, Geoffrey J. Gordon, Sebastian Thrun
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    IJCAI
    2003
    176views Artificial Intelligence» more  IJCAI 2003»
    Bayesian Information Extraction Network
    13 years 6 months ago
    Bayesian Information Extraction Network
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    Dynamic Bayesian networks (DBNs) offer an elegant way to integrate various aspects of language in one model. Many existing algorithms developed for learning and inference in DBNs ...
    Leonid Peshkin, Avi Pfeffer
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    IJCAI
    2003
    125views Artificial Intelligence» more  IJCAI 2003»
    GRAEL: an agent-based evolutionary computing approach for natural language grammar development
    13 years 6 months ago
    GRAEL: an agent-based evolutionary computing approach for natural language grammar development
    Download  www.cnts.ua.ac.be
    This paper describes an agent-based evolutionary computing technique called GRAEL (Grammar Evolution), that is able to perform different natural language grammar optimization and ...
    Guy De Pauw
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    IJCAI
    2003
    103views Artificial Intelligence» more  IJCAI 2003»
    Distributed Patient Scheduling in Hospitals
    13 years 6 months ago
    Distributed Patient Scheduling in Hospitals
    Download  dli.iiit.ac.in
    Patient scheduling in hospitals is a highly complex task. Hospitals have a distributed organisational structure; being divided into several autonomous wards and ancillary units. M...
    Torsten O. Paulussen, Nicholas R. Jennings, Keith ...
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