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    » Reinforcement Learning: An Introduction
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    ICML
    2005
    IEEE
    127views Machine Learning» more  ICML 2005»
    Exploration and apprenticeship learning in reinforcement learning
    14 years 8 months ago
    Exploration and apprenticeship learning in reinforcement learning
    Download  ai.stanford.edu
    We consider reinforcement learning in systems with unknown dynamics. Algorithms such as E3 (Kearns and Singh, 2002) learn near-optimal policies by using "exploration policies...
    Pieter Abbeel, Andrew Y. Ng
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    CEC
    2010
    IEEE
    367views Artificial Intelligence» more  CEC 2010»
    Learning to overtake in TORCS using simple reinforcement learning
    13 years 9 months ago
    Learning to overtake in TORCS using simple reinforcement learning
    Download  home.dei.polimi.it
    In modern racing games programming non-player characters with believable and sophisticated behaviors is getting increasingly challenging. Recently, several works in the literature ...
    Daniele Loiacono, Alessandro Prete, Pier Luca Lanz...
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    AAAI
    2006
    127views Intelligent Agents» more  AAAI 2006»
    Reinforcement Learning with Human Teachers: Evidence of Feedback and Guidance with Implications for Learning Performance
    13 years 9 months ago
    Reinforcement Learning with Human Teachers: Evidence of Feedback and Guidance with Implications for Learning Performance
    Download  robotic.media.mit.edu
    As robots become a mass consumer product, they will need to learn new skills by interacting with typical human users. Past approaches have adapted reinforcement learning (RL) to a...
    Andrea Lockerd Thomaz, Cynthia Breazeal
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    ESANN
    2008
    278views Neural Networks» more  ESANN 2008»
    Learning to play Tetris applying reinforcement learning methods
    13 years 9 months ago
    Learning to play Tetris applying reinforcement learning methods
    Download  www.dice.ucl.ac.be
    In this paper the application of reinforcement learning to Tetris is investigated, particulary the idea of temporal difference learning is applied to estimate the state value funct...
    Alexander Groß, Jan Friedland, Friedhelm Sch...
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    SIGGRAPH
    2010
    ACM
    295views Computer Graphics» more  SIGGRAPH 2010»
    Learning behavior styles with inverse reinforcement learning
    14 years 12 days ago
    Learning behavior styles with inverse reinforcement learning
    Download  grail.cs.washington.edu
    We present a method for inferring the behavior styles of character controllers from a small set of examples. We show that a rich set of behavior variations can be captured by dete...
    Seong Jae Lee, Zoran Popovic
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