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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
    128views Information Technology» more  NIPS 1993»
    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
    72views Information Technology» more  NIPS 1993»
    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
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    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
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    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
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    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
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    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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    NIPS
    1993
    96views Information Technology» more  NIPS 1993»
    Credit Assignment through Time: Alternatives to Backpropagation
    13 years 6 months ago
    Credit Assignment through Time: Alternatives to Backpropagation
    Download  www.dsi.unifi.it
    Learning to recognize or predict sequences using long-term context has many applications. However, practical and theoretical problems are found in training recurrent neural networ...
    Yoshua Bengio, Paolo Frasconi
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    NIPS
    1993
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    Using Local Trajectory Optimizers to Speed Up Global Optimization in Dynamic Programming
    13 years 6 months ago
    Using Local Trajectory Optimizers to Speed Up Global Optimization in Dynamic Programming
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    Dynamic programming provides a methodology to develop planners and controllers for nonlinear systems. However, general dynamic programming is computationally intractable. We have ...
    Christopher G. Atkeson
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    NIPS
    1997
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    Graph Matching with Hierarchical Discrete Relaxation
    13 years 6 months ago
    Graph Matching with Hierarchical Discrete Relaxation
    Download  www-users.cs.york.ac.uk
    Our aim in this paper is to develop a Bayesian framework for matching hierarchical relational models. Such models are widespread in computer vision. The framework that we adopt fo...
    Richard C. Wilson, Edwin R. Hancock
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