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    » Approximate predictive state representations
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    AAAI
    2007
    95views Intelligent Agents» more  AAAI 2007»
    Abstraction in Predictive State Representations
    13 years 7 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 6 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 6 months ago
    Exponential Family Predictive Representations of State
    Download  web.mit.edu
    David Wingate, Satinder Singh Baveja
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    ICMLA
    2008
    106views Machine Learning» more  ICMLA 2008»
    Prediction-Directed Compression of POMDPs
    13 years 7 months ago
    Prediction-Directed Compression of POMDPs
    Download  damas.ift.ulaval.ca
    High dimensionality of belief space in Partially Observable Markov Decision Processes (POMDPs) is one of the major causes that severely restricts the applicability of this model. ...
    Abdeslam Boularias, Masoumeh T. Izadi, Brahim Chai...
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    NIPS
    2004
    94views Information Technology» more  NIPS 2004»
    Schema Learning: Experience-Based Construction of Predictive Action Models
    13 years 6 months ago
    Schema Learning: Experience-Based Construction of Predictive Action Models
    Download  books.nips.cc
    Schema learning is a way to discover probabilistic, constructivist, predictive action models (schemas) from experience. It includes methods for finding and using hidden state to m...
    Michael P. Holmes, Charles Lee Isbell Jr.
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