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Stochastic Extended LQR for Optimization-based Motion Planning Under Uncertainty

We introduce a novel optimization-based motion planner, Stochastic Extended LQR (SELQR), which computes a trajectory and associated linear control policy with the objective of minimizing the expected value of a user-defined cost function. SELQR applies to robotic systems that have stochastic non-lin...

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Foilsithe in:IEEE Trans Autom Sci Eng
Main Authors: Sun, Wen, van den Berg, Jur, Alterovitz, Ron
Formáid: Artigo
Teanga:Inglês
Foilsithe: 2016
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5287415/
https://ncbi.nlm.nih.gov/pubmed/28163662
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TASE.2016.2517124
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