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    NIPS
    1993
    84views Information Technology» more  NIPS 1993»
    Foraging in an Uncertain Environment Using Predictive Hebbian Learning
    13 years 6 months ago
    Foraging in an Uncertain Environment Using Predictive Hebbian Learning
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    P. Read Montague, Peter Dayan, Terrence J. Sejnows...
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    NIPS
    1993
    79views Information Technology» more  NIPS 1993»
    Fast Pruning Using Principal Components
    13 years 6 months ago
    Fast Pruning Using Principal Components
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    We present a new algorithm for eliminating excess parameters and improving network generalization after supervised training. The method, \Principal Components Pruning (PCP)",...
    Asriel U. Levin, Todd K. Leen, John E. Moody
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    NIPS
    1993
    103views Information Technology» more  NIPS 1993»
    Optimal Stochastic Search and Adaptive Momentum
    13 years 6 months ago
    Optimal Stochastic Search and Adaptive Momentum
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    Stochastic optimization algorithms typically use learning rate schedules that behave asymptotically as (t) = 0=t. The ensemble dynamics (Leen and Moody, 1993) for such algorithms ...
    Todd K. Leen, Genevieve B. Orr
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    NIPS
    1993
    58views Information Technology» more  NIPS 1993»
    Identifying Fault-Prone Software Modules Using Feed-Forward Networks: A Case Study
    13 years 6 months ago
    Identifying Fault-Prone Software Modules Using Feed-Forward Networks: A Case Study
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    Nachimuthu Karunanithi
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    NIPS
    1993
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    Convergence of Stochastic Iterative Dynamic Programming Algorithms
    13 years 6 months ago
    Convergence of Stochastic Iterative Dynamic Programming Algorithms
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    Recent developments in the area of reinforcement learning have yielded a number of new algorithms for the prediction and control of Markovian environments. These algorithms,includ...
    Tommi Jaakkola, Michael I. Jordan, Satinder P. Sin...
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    NIPS
    1993
    124views Information Technology» more  NIPS 1993»
    Supervised learning from incomplete data via an EM approach
    13 years 6 months ago
    Supervised learning from incomplete data via an EM approach
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    Zoubin Ghahramani, Michael I. Jordan
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    NIPS
    1993
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    A Comparison of Dynamic Reposing and Tangent Distance for Drug Activity Prediction
    13 years 6 months ago
    A Comparison of Dynamic Reposing and Tangent Distance for Drug Activity Prediction
    Download  people.csail.mit.edu
    Thomas G. Dietterich, Ajay N. Jain, Richard H. Lat...
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    NIPS
    1993
    109views Information Technology» more  NIPS 1993»
    Mixtures of Controllers for Jump Linear and Non-Linear Plants
    13 years 6 months ago
    Mixtures of Controllers for Jump Linear and Non-Linear Plants
    Download  reference.kfupm.edu.sa
    We describe an extension to the Mixture of Experts architecture for modelling and controlling dynamical systems which exhibit multiple modesof behavior. This extension is based on...
    Timothy W. Cacciatore, Steven J. Nowlan
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    NIPS
    1993
    66views Information Technology» more  NIPS 1993»
    Surface Learning with Applications to Lipreading
    13 years 6 months ago
    Surface Learning with Applications to Lipreading
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    Most connectionist research has focused on learning mappings from one space to another (eg. classification and regression). This paper introduces the more general task of learnin...
    Christoph Bregler, Stephen M. Omohundro
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    NIPS
    1993
    100views Information Technology» more  NIPS 1993»
    Packet Routing in Dynamically Changing Networks: A Reinforcement Learning Approach
    13 years 6 months ago
    Packet Routing in Dynamically Changing Networks: A Reinforcement Learning Approach
    Download  www.cs.rutgers.edu
    This paper describes the Q-routing algorithm for packet routing, in which a reinforcement learning module is embedded into each node of a switching network. Only local communicati...
    Justin A. Boyan, Michael L. Littman
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