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    IJAIT
    2008
    146views more  IJAIT 2008»
    Learning to Behave in Space: a Qualitative Spatial Representation for Robot Navigation with Reinforcement Learning
    14 years 11 months ago
    Learning to Behave in Space: a Qualitative Spatial Representation for Robot Navigation with Reinforcement Learning
    Download  www.aussagekraft.de
    ion mechanism to create a representation of space consisting of the circular order of detected landmarks and the relative position of walls towards the agent's moving directio...
    Lutz Frommberger
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    AGI
    2011
    215views Artificial Intelligence» more  AGI 2011»
    Learning Problem Solving Skills from Demonstration: An Architectural Approach
    14 years 3 months ago
    Learning Problem Solving Skills from Demonstration: An Architectural Approach
    Download  roboticslab.dinfo.unipa.it
    We present an architectural approach to learning problem solving skills from demonstration, using internal models to represent problem-solving operational knowledge. Internal forwa...
    Haris Dindo, Antonio Chella, Giuseppe La Tona, Mon...
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    ACL
    2010
    129views Computational Linguistics» more  ACL 2010»
    Learning Better Data Representation Using Inference-Driven Metric Learning
    14 years 9 months ago
    Learning Better Data Representation Using Inference-Driven Metric Learning
    Download  www.talukdar.net
    We initiate a study comparing effectiveness of the transformed spaces learned by recently proposed supervised, and semisupervised metric learning algorithms to those generated by ...
    Paramveer S. Dhillon, Partha Pratim Talukdar, Koby...
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    ACL
    2011
    202views Computational Linguistics» more  ACL 2011»
    Learning Condensed Feature Representations from Large Unsupervised Data Sets for Supervised Learning
    14 years 3 months ago
    Learning Condensed Feature Representations from Large Unsupervised Data Sets for Supervised Learning
    Download  www.aclweb.org
    Jun Suzuki, Hideki Isozaki, Masaaki Nagata
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    ICML
    2009
    IEEE
    116views Machine Learning» more  ICML 2009»
    Orbit-product representation and correction of Gaussian belief propagation
    16 years 19 days ago
    Orbit-product representation and correction of Gaussian belief propagation
    Download  velblod.videolectures.net
    Jason K. Johnson, Vladimir Y. Chernyak, Michael Ch...
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