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    ATAL
    2008
    Springer
    136views Intelligent Agents» more  ATAL 2008»
    Efficient multi-agent reinforcement learning through automated supervision
    15 years 8 months ago
    Efficient multi-agent reinforcement learning through automated supervision
    Download  www.cs.umass.edu
    Multi-Agent Reinforcement Learning (MARL) algorithms suffer from slow convergence and even divergence, especially in large-scale systems. In this work, we develop a supervision fr...
    Chongjie Zhang, Sherief Abdallah, Victor R. Lesser
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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
    16 years 3 months ago
    Exploiting Similarity Information in Reinforcement Learning - Similarity Models for Multi-Armed Bandits and MDPs
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    Ronald Ortner
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    ATAL
    2009
    Springer
    118views Intelligent Agents» more  ATAL 2009»
    Fuzzy Kanerva-based function approximation for reinforcement learning
    16 years 1 months ago
    Fuzzy Kanerva-based function approximation for reinforcement learning
    Download  www.aamas-conference.org
    Cheng Wu, Waleed Meleis
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    ATAL
    2004
    Springer
    71views Intelligent Agents» more  ATAL 2004»
    Hierarchical Reinforcement Learning in Communication-Mediated Multiagent Coordination
    16 years 2 days ago
    Hierarchical Reinforcement Learning in Communication-Mediated Multiagent Coordination
    Download  www.personeel.unimaas.nl
    Felix A. Fischer, Michael Rovatsos, Gerhard Wei&sz...
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    ILP
    2000
    Springer
    130views Automated Reasoning» more  ILP 2000»
    Using ILP to Improve Planning in Hierarchical Reinforcement Learning
    15 years 10 months ago
    Using ILP to Improve Planning in Hierarchical Reinforcement Learning
    Download  mark.reid.name
    Hierarchical reinforcement learning has been proposed as a solution to the problem of scaling up reinforcement learning. The RLTOPs Hierarchical Reinforcement Learning System is an...
    Mark D. Reid, Malcolm R. K. Ryan
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