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    » Autonomous transfer for reinforcement learning
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    JSAC
    2010
    107views more  JSAC 2010»
    Online learning in autonomic multi-hop wireless networks for transmitting mission-critical applications
    14 years 8 months ago
    Online learning in autonomic multi-hop wireless networks for transmitting mission-critical applications
    Download  medianetlab.ee.ucla.edu
    Abstract—In this paper, we study how to optimize the transmission decisions of nodes aimed at supporting mission-critical applications, such as surveillance, security monitoring,...
    Hsien-Po Shiang, Mihaela van der Schaar
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    ICRA
    2007
    IEEE
    147views Robotics» more  ICRA 2007»
    Gaussian Processes and Reinforcement Learning for Identification and Control of an Autonomous Blimp
    15 years 3 months ago
    Gaussian Processes and Reinforcement Learning for Identification and Control of an Autonomous Blimp
    Download  www.cs.washington.edu
    Jonathan Ko, Daniel J. Klein, Dieter Fox, Dirk H&a...
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    FLAIRS
    1998
    90views Artificial Intelligence» more  FLAIRS 1998»
    Optimizing Production Manufacturing Using Reinforcement Learning
    14 years 10 months ago
    Optimizing Production Manufacturing Using Reinforcement Learning
    Download  www.aaai.org
    Manyindustrial processes involve makingparts with an assemblyof machines, where each machinecarries out an operation on a part, and the finished product requires a wholeseries of ...
    Sridhar Mahadevan, Georgios Theocharous
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    NIPS
    1997
    94views Information Technology» more  NIPS 1997»
    Reinforcement Learning with Hierarchies of Machines
    14 years 10 months ago
    Reinforcement Learning with Hierarchies of Machines
    Download  www.cs.berkeley.edu
    We present a new approach to reinforcement learning in which the policies considered by the learning process are constrained by hierarchies of partially specified machines. This ...
    Ronald Parr, Stuart J. Russell
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    IJCAI
    2007
    275views Artificial Intelligence» more  IJCAI 2007»
    Effective Control Knowledge Transfer through Learning Skill and Representation Hierarchies
    14 years 11 months ago
    Effective Control Knowledge Transfer through Learning Skill and Representation Hierarchies
    Download  www.ijcai.org
    Learning capabilities of computer systems still lag far behind biological systems. One of the reasons can be seen in the inefficient re-use of control knowledge acquired over the...
    Mehran Asadi, Manfred Huber
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