An incremental sampling-based algorithm for stochastic optimal control

In this paper, we consider a class of continuous-time, continuous-space stochastic optimal control problems. Using the Markov chain approximation method and recent advances in sampling-based algorithms for deterministic path planning, we propose a novel algorithm called the incremental Markov Decisi...

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Bibliographic Details
Main Authors: Huynh, Vu Anh, Karaman, Sertac, Frazzoli, Emilio
Other Authors: Massachusetts Institute of Technology. Department of Aeronautics and Astronautics
Format: Article
Published: SAGE Publications 2018
Online Access:http://hdl.handle.net/1721.1/116272
https://orcid.org/0000-0002-2225-7275
https://orcid.org/0000-0002-0505-1400