Sciweavers

    107 search results - page 1 / 22
    » Safe Exploration for Active Learning with Gaussian Processes
    Sort
    View
    PKDD
    2010
    Springer
    183views Data Mining» more  PKDD 2010»
    Fast Active Exploration for Link-Based Preference Learning Using Gaussian Processes
    13 years 9 months ago
    Fast Active Exploration for Link-Based Preference Learning Using Gaussian Processes
    Download  www-kd.iai.uni-bonn.de
    Abstract. In preference learning, the algorithm observes pairwise relative judgments (preference) between items as training data for learning an ordering of all items. This is an i...
    Zhao Xu, Kristian Kersting, Thorsten Joachims
    claim paper
    Read More »
    ICML
    2007
    IEEE
    206views Machine Learning» more  ICML 2007»
    Nonmyopic active learning of Gaussian processes: an exploration-exploitation approach
    14 years 11 months ago
    Nonmyopic active learning of Gaussian processes: an exploration-exploitation approach
    Download  reports-archive.adm.cs.cmu.edu
    Andreas Krause, Carlos Guestrin
    claim paper
    Read More »
    RSS
    2007
    176views Robotics» more  RSS 2007»
    Active Policy Learning for Robot Planning and Exploration under Uncertainty
    14 years 8 days ago
    Active Policy Learning for Robot Planning and Exploration under Uncertainty
    Download  www.roboticsproceedings.org
    Abstract— This paper proposes a simulation-based active policy learning algorithm for finite-horizon, partially-observed sequential decision processes. The algorithm is tested i...
    Ruben Martinez-Cantin, Nando de Freitas, Arnaud Do...
    claim paper
    Read More »
    PKDD
    2010
    Springer
    179views Data Mining» more  PKDD 2010»
    Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-Like Exploration
    13 years 8 months ago
    Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-Like Exploration
    Download  www.cs.utexas.edu
    Abstract. We present an implementation of model-based online reinforcement learning (RL) for continuous domains with deterministic transitions that is specifically designed to achi...
    Tobias Jung, Peter Stone
    claim paper
    Read More »
    ICDM
    2009
    IEEE
    207views Data Mining» more  ICDM 2009»
    Spatially Adaptive Classification and Active Learning of Multispectral Data with Gaussian Processes
    13 years 8 months ago
    Spatially Adaptive Classification and Active Learning of Multispectral Data with Gaussian Processes
    Download  ideal.ece.utexas.edu
    Multispectral remote sensing images are widely used for automated land use and land cover classification tasks. Remotely sensed images usually cover large geographical areas, and s...
    Goo Jun, Ranga Raju Vatsavai, Joydeep Ghosh
    claim paper
    Read More »
    Explore & Download
    Proceedings Preprints Top 5 Ranked Papers Publications Books Software Tutorials Presentations Lectures Notes Datasets
    Productivity Tools
    International On-screen Keyboard Graphical Social Symbols OCR Text Recognition CSS3 Style Generator Web Page to PDF Web Page to Image PDF Split PDF Merge Latex Equation Editor Sci2ools
    Document Tools
    PDF to Text PDF to Postscript PDF to Thumbnails Excel to PDF Word to PDF Postscript to PDF PowerPoint to PDF Latex to Word Repair Corrupted PDF
    Image Tools
    JPG to PS JPG to PDF Extract Images from PDF Image Converter
    Sciweavers
    About Community Cookies Privacy Policy Terms of Use

    Copyright © Sciweavers LLC, 2009-2024, USA.