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    CORR
    2010
    Springer
    175views Education» more  CORR 2010»
    On the Combinatorial Multi-Armed Bandit Problem with Markovian Rewards
    13 years 7 days ago
    On the Combinatorial Multi-Armed Bandit Problem with Markovian Rewards
    Download  ceng.usc.edu
    We consider a combinatorial generalization of the classical multi-armed bandit problem that is defined as follows. There is a given bipartite graph of M users and N M resources. F...
    Yi Gai, Bhaskar Krishnamachari, Mingyan Liu
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    CORR
    2010
    Springer
    189views Education» more  CORR 2010»
    An Optimal Dynamic Mechanism for Multi-Armed Bandit Processes
    13 years 5 months ago
    An Optimal Dynamic Mechanism for Multi-Armed Bandit Processes
    Download  research.microsoft.com
    We consider the problem of revenue-optimal dynamic mechanism design in settings where agents' types evolve over time as a function of their (both public and private) experien...
    Sham M. Kakade, Ilan Lobel, Hamid Nazerzadeh
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    ICAART
    2010
    INSTICC
    222views Intelligent Agents» more  ICAART 2010»
    Exploiting Similarity Information in Reinforcement Learning - Similarity Models for Multi-Armed Bandits and MDPs
    14 years 2 months ago
    Exploiting Similarity Information in Reinforcement Learning - Similarity Models for Multi-Armed Bandits and MDPs
    Download  personal.unileoben.ac.at
    Ronald Ortner
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    CEC
    2009
    IEEE
    95views Artificial Intelligence» more  CEC 2009»
    Extreme compass and Dynamic Multi-Armed Bandits for Adaptive Operator Selection
    14 years 16 days ago
    Extreme compass and Dynamic Multi-Armed Bandits for Adaptive Operator Selection
    Download  hal.inria.fr
    Jorge Maturana, Álvaro Fialho, Fréd&...
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    AAAI
    2010
    145views Intelligent Agents» more  AAAI 2010»
    Epsilon-First Policies for Budget-Limited Multi-Armed Bandits
    13 years 6 months ago
    Epsilon-First Policies for Budget-Limited Multi-Armed Bandits
    Download  eprints.ecs.soton.ac.uk
    Tran-Thanh Long, Archie C. Chapman, Enrique Munoz ...
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