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    AAMAS
    1999
    Springer
    105views Intelligent Agents» more  AAMAS 1999»
    Learning Situation-Specific Coordination in Cooperative Multi-agent Systems
    13 years 10 months ago
    Learning Situation-Specific Coordination in Cooperative Multi-agent Systems
    Download  mas.cs.umass.edu
    Achieving effective cooperation in a multi-agent system is a difficult problem for a number of reasons such as limited and possiblyout-datedviews of activitiesof other agents and ...
    M. V. Nagendra Prasad, Victor R. Lesser
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    AAAI
    2007
    68views Intelligent Agents» more  AAAI 2007»
    A Reinforcement Learning Algorithm with Polynomial Interaction Complexity for Only-Costly-Observable MDPs
    14 years 1 months ago
    A Reinforcement Learning Algorithm with Polynomial Interaction Complexity for Only-Costly-Observable MDPs
    Download  www.aaai.org
    An Unobservable MDP (UMDP) is a POMDP in which there are no observations. An Only-Costly-Observable MDP (OCOMDP) is a POMDP which extends an UMDP by allowing a particular costly a...
    Roy Fox, Moshe Tennenholtz
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    AAAI
    2006
    120views Intelligent Agents» more  AAAI 2006»
    A Value Theory of Meta-Learning Algorithms
    14 years 3 days ago
    A Value Theory of Meta-Learning Algorithms
    Download  www.aaai.org
    We use game theory to analyze meta-learning algorithms. The objective of meta-learning is to determine which algorithm to apply on a given task. This is an instance of a more gene...
    Abraham Bagherjeiran
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    AAAI
    2006
    77views Intelligent Agents» more  AAAI 2006»
    Learning Noun-Modifier Semantic Relations with Corpus-based and WordNet-based Features
    14 years 3 days ago
    Learning Noun-Modifier Semantic Relations with Corpus-based and WordNet-based Features
    Download  rali.iro.umontreal.ca
    We study the performance of two representations of word meaning in learning noun-modifier semantic relations. One representation is based on lexical resources, in particular WordN...
    Vivi Nastase, Jelber Sayyad-Shirabad, Marina Sokol...
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    AAAI
    1998
    109views Intelligent Agents» more  AAAI 1998»
    Machine Learning of Generic and User-Focused Summarization
    14 years 1 days ago
    Machine Learning of Generic and User-Focused Summarization
    Download  www.aaai.org
    A key problem in text summarization is finding a salience function which determines what information in the source should be included in the summary. This paper describes the use ...
    Inderjeet Mani, Eric Bloedorn
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