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    ECAI
    2008
    Springer
    127views Artificial Intelligence» more  ECAI 2008»
    Reinforcement Learning with Classifier Selection for Focused Crawling
    13 years 9 months ago
    Reinforcement Learning with Classifier Selection for Focused Crawling
    Download  users.auth.gr
    Focused crawlers are programs that wander in the Web, using its graph structure, and gather pages that belong to a specific topic. The most critical task in Focused Crawling is the...
    Ioannis Partalas, Georgios Paliouras, Ioannis P. V...
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    ESANN
    2003
    111views Neural Networks» more  ESANN 2003»
    On the weight dynamics of recurrent learning
    13 years 9 months ago
    On the weight dynamics of recurrent learning
    Download  www.dice.ucl.ac.be
    We derive continuous-time batch and online versions of the recently introduced efficient O(N2 ) training algorithm of Atiya and Parlos [2000] for fully recurrent networks. A mathem...
    Ulf D. Schiller, Jochen J. Steil
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    NIPS
    2003
    147views Information Technology» more  NIPS 2003»
    Learning a Rare Event Detection Cascade by Direct Feature Selection
    13 years 9 months ago
    Learning a Rare Event Detection Cascade by Direct Feature Selection
    Download  books.nips.cc
    Face detection is a canonical example of a rare event detection problem, in which target patterns occur with much lower frequency than nontargets. Out of millions of face-sized wi...
    Jianxin Wu, James M. Rehg, Matthew D. Mullin
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    NIPS
    2000
    127views Information Technology» more  NIPS 2000»
    Using Free Energies to Represent Q-values in a Multiagent Reinforcement Learning Task
    13 years 9 months ago
    Using Free Energies to Represent Q-values in a Multiagent Reinforcement Learning Task
    Download  members.chello.at
    The problem of reinforcement learning in large factored Markov decision processes is explored. The Q-value of a state-action pair is approximated by the free energy of a product o...
    Brian Sallans, Geoffrey E. Hinton
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    ICANN
    2010
    Springer
    194views Neural Networks» more  ICANN 2010»
    Reinforcement Learning Based Neural Controllers for Dynamic Processes without Exploration
    13 years 9 months ago
    Reinforcement Learning Based Neural Controllers for Dynamic Processes without Exploration
    Download  www.tu-ilmenau.de
    Abstract. In this paper we present a Reinforcement Learning (RL) approach with the capability to train neural adaptive controllers for complex control problems without expensive on...
    Frank-Florian Steege, André Hartmann, Erik ...
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