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    AAAI
    2000
    144views Intelligent Agents» more  AAAI 2000»
    Back to the Future for Consistency-Based Trajectory Tracking
    14 years 11 months ago
    Back to the Future for Consistency-Based Trajectory Tracking
    Download  people.csail.mit.edu
    Given a model of a physical process and a sequence of commands and observations received over time, the task of an autonomous controller is to determine the likely states of the p...
    James Kurien, P. Pandurang Nayak
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    UAI
    2003
    154views Artificial Intelligence» more  UAI 2003»
    Learning Continuous Time Bayesian Networks
    14 years 11 months ago
    Learning Continuous Time Bayesian Networks
    Download  robotics.stanford.edu
    Continuous time Bayesian networks (CTBN) describe structured stochastic processes with finitely many states that evolve over continuous time. A CTBN is a directed (possibly cycli...
    Uri Nodelman, Christian R. Shelton, Daphne Koller
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    UAI
    2003
    104views Artificial Intelligence» more  UAI 2003»
    Renewal Strings for Cleaning Astronomical Databases
    14 years 11 months ago
    Renewal Strings for Cleaning Astronomical Databases
    Download  homepages.inf.ed.ac.uk
    Large astronomical databases obtained from sky surveys such as the SuperCOSMOS Sky Surveys (SSS) invariably suffer from spurious records coming from artefactual effects of the t...
    Amos J. Storkey, Nigel C. Hambly, Christopher K. I...
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    UAI
    2003
    109views Artificial Intelligence» more  UAI 2003»
    Strong Faithfulness and Uniform Consistency in Causal Inference
    14 years 11 months ago
    Strong Faithfulness and Uniform Consistency in Causal Inference
    Download  www.hss.cmu.edu
    A fundamental question in causal inference is whether it is possible to reliably infer the manipulation effects from observational data. There are a variety of senses of asymptot...
    Jiji Zhang, Peter Spirtes
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    AAAI
    1997
    173views Intelligent Agents» more  AAAI 1997»
    The "Inverse Hollywood Problem": From Video to Scripts and Storyboards via Causal Analysis
    14 years 11 months ago
    The "Inverse Hollywood Problem": From Video to Scripts and Storyboards via Causal Analysis
    Download  www.cs.kent.edu
    We address the problem of visually detecting causal events and tting them together into a coherent story of the action witnessed by the camera. We show that this can be done by re...
    Matthew Brand
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