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    ICML
    2008
    IEEE
    157views Machine Learning» more  ICML 2008»
    Efficiently learning linear-linear exponential family predictive representations of state
    15 years 10 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
    14 years 12 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
    14 years 11 months ago
    Grounding Abstractions in Predictive State Representations
    Download  www.ijcai.org
    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
    14 years 11 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
    15 years 10 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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