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    » Observational learning in an uncertain world
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    AIPS
    2000
    102views Artificial Intelligence» more  AIPS 2000»
    Learning Planning Operators in Real-World, Partially Observable Environments
    13 years 7 months ago
    Learning Planning Operators in Real-World, Partially Observable Environments
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    Matthew D. Schmill, Tim Oates, Paul R. Cohen
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    ECML
    2005
    Springer
    143views Machine Learning» more  ECML 2005»
    Active Learning in Partially Observable Markov Decision Processes
    13 years 11 months ago
    Active Learning in Partially Observable Markov Decision Processes
    Download  www.cs.mcgill.ca
    This paper examines the problem of finding an optimal policy for a Partially Observable Markov Decision Process (POMDP) when the model is not known or is only poorly specified. W...
    Robin Jaulmes, Joelle Pineau, Doina Precup
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    AAAI
    2006
    121views Intelligent Agents» more  AAAI 2006»
    Reasoning about Partially Observed Actions
    13 years 7 months ago
    Reasoning about Partially Observed Actions
    Download  www.cs.stanford.edu
    Partially observed actions are observations of action executions in which we are uncertain about the identity of objects, agents, or locations involved in the actions (e.g., we kn...
    Megan Nance, Adam Vogel, Eyal Amir
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    TKDE
    2008
    146views more  TKDE 2008»
    Toward Managing Uncertain Spatial Information for Situational Awareness Applications
    13 years 5 months ago
    Toward Managing Uncertain Spatial Information for Situational Awareness Applications
    Download  www.ics.uci.edu
    Situational awareness (SA) applications monitor the real world and the entities therein to support tasks such as rapid decision making, reasoning, and analysis. Raw input about unf...
    Yiming Ma, Dmitri V. Kalashnikov, Sharad Mehrotra
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    IJCAI
    2007
    184views Artificial Intelligence» more  IJCAI 2007»
    Argumentation Based Contract Monitoring in Uncertain Domains
    13 years 7 months ago
    Argumentation Based Contract Monitoring in Uncertain Domains
    Download  ijcai.org
    Few existing argumentation frameworks are designed to deal with probabilistic knowledge, and none are designed to represent possibilistic knowledge, making them unsuitable for man...
    Nir Oren, Timothy J. Norman, Alun D. Preece
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