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Stochastic control / Optimal control / Dynamic programming / Markov models / Mathematical optimization / Hamilton–Jacobi–Bellman equation / Markov decision process / Discretization / Stochastic differential equation / Statistics / Mathematics / Control theory


Simplicial Label Correcting Algorithms for Continuous Stochastic Shortest Path Problems Dmitry S. Yershov Steven M. LaValle
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Document Date: 2013-09-10 21:22:09


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City

R. Tedrake / Manchester / Berlin / Pittsburgh / /

Company

Cambridge University Press / Theorem 6 / Princeton University Press / SIAM Journal / Ford / CNS Cyberphysical Systems / /

Country

United States / /

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Event

Business Partnership / /

Facility

Stable Function Approximation / Computer Science University of Illinois / /

IndustryTerm

stochastic systems / path algorithms / motion planning algorithm / toy car / macroscopic mechanical systems / policy iteration algorithms / feedback control law / Generic numerical algorithms / approximate solution / closed form solution / nonlinear systems / label correcting algorithm / closed-form solution / linear systems / value iteration algorithm / control law / numerical solution / /

Organization

Cambridge University / National Science Foundation / Carnegie-Mellon Univ. / Princeton University / National Academy of Sciences / Continuous Stochastic Shortest Path Problems Dmitry S. Yershov Steven M. LaValle Department / School of Computer Science / University of Illinois / /

Person

Munos Moore / William S. Lovejoy / Geoffrey J. Gordon / Dimitri P. Bertsekas / Sean P. Meyn / Ron Alterovitz / Pravin Varaiya / Thierry Simeon / Harold J. Kushner / Stefano Pallottino / Richard Bellman / ABEL C ORRECTING / Edward J. Sondik / Prashanth Konkimalla / Rene Boel / Pieter Abbeel / Ken Goldberg / John N. Tsitsiklis / Dmitry S. Yershov / Richard D. Smallwood / Sang Nguyen / Andrew Moore / R. L. Tweedie / Thomas E. Morton / Giorgio Gallo / Steven M. LaValle / Claudio Sandi / Jur van den Berg / Dmitry S. Yershov Steven / /

Position

editor / model for ω / LQG-MP / controller / /

ProgrammingLanguage

R / V / L / /

ProvinceOrState

Pennsylvania / /

PublishedMedium

The International Journal / Machine Learning / Proceedings of the National Academy of Sciences / Journal of Computational Physics / /

Technology

policy iteration algorithms / radiation / Simplicial A* algorithms / Shortest path algorithms / Machine Learning / Simplicial A* algorithm / generic Simplicial Label Correcting Algorithm / Generic numerical algorithms / proposed algorithm / value iteration algorithm / Dynamic Programming algorithm / motion planning algorithm / A* algorithm / simulation / Simplicial Dijkstra algorithm / label correcting algorithm / A* algorithms / /

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