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Mathematical optimization / Optimal control / Dynamic programming / Equations / Stochastic control / Hamilton–Jacobi–Bellman equation / Markov chain / Stochastic differential equation / Path integral formulation / Control theory / Statistics / Systems theory


Journal of Machine Learning Research[removed]3197 Submitted 1/10; Revised 7/10; Published[removed]A Generalized Path Integral Control Approach to Reinforcement Learning
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Document Date: 2011-05-25 14:46:58


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File Size: 3,06 MB

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City

Kyoto / /

Company

Fleming / ATR Computational Neuroscience Laboratories / /

Country

Japan / /

Currency

USD / /

Facility

Computer Science University of Southern California Los Angeles / /

IndustryTerm

reinforcement learning algorithm / robotic applications / Analytical solutions / control systems / nonlinear systems / probability matching algorithms / continuous state-action systems / autonomous learning systems / considered systems / mechanical systems / stochastic dynamical systems / dynamical systems / integral optimal control solutions / /

Organization

Computer Science University of Southern California Los Angeles / EDU Department / /

Person

Daniel Lee Abstract / Jonas Buchli Stefan Schaal / Stefan Schaal / Jonas Buchli / Dirac / Evangelos Theodorou / Evangelos A.Theodorou Jonas Buchli Stefan / /

Position

Editor / rt / General / min rt / immediate cost rt / /

ProvinceOrState

California / /

PublishedMedium

Journal of Machine Learning Research / /

Region

Southern California / /

Technology

resulting algorithm / probability matching algorithms / Machine Learning / simulation / reinforcement learning algorithm / /

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