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    ICML
    2008
    IEEE
    157views Machine Learning» more  ICML 2008»
    Efficiently learning linear-linear exponential family predictive representations of state
    14 years 8 months ago
    Efficiently learning linear-linear exponential family predictive representations of state
    Download  web.mit.edu
    Exponential Family PSR (EFPSR) models capture stochastic dynamical systems by representing state as the parameters of an exponential family distribution over a shortterm window of...
    David Wingate, Satinder P. Singh
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    AAAI
    2007
    95views Intelligent Agents» more  AAAI 2007»
    Abstraction in Predictive State Representations
    13 years 9 months ago
    Abstraction in Predictive State Representations
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    Vishal Soni, Satinder P. Singh
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    IJCAI
    2007
    162views Artificial Intelligence» more  IJCAI 2007»
    Grounding Abstractions in Predictive State Representations
    13 years 9 months ago
    Grounding Abstractions in Predictive State Representations
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    Brian Tanner, Vadim Bulitko, Anna Koop, Cosmin Pad...
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    NIPS
    2007
    109views Information Technology» more  NIPS 2007»
    Exponential Family Predictive Representations of State
    13 years 9 months ago
    Exponential Family Predictive Representations of State
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    David Wingate, Satinder Singh Baveja
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    ICML
    2009
    IEEE
    143views Machine Learning» more  ICML 2009»
    Proto-predictive representation of states with simple recurrent temporal-difference networks
    14 years 8 months ago
    Proto-predictive representation of states with simple recurrent temporal-difference networks
    Download  www.snowelm.com
    We propose a new neural network architecture, called Simple Recurrent Temporal-Difference Networks (SR-TDNs), that learns to predict future observations in partially observable en...
    Takaki Makino
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