Sampling-based algorithms for continuous-time POMDPs

This paper focuses on a continuous-time, continuous-space formulation of the stochastic optimal control problem with nonlinear dynamics and observation noise. We lay the mathematical foundations to construct, via incremental sampling, an approximating sequence of discrete-time finite-state partially...

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Bibliographic Details
Main Authors: Chaudhari, Pratik Anil (Contributor), Karaman, Sertac (Contributor), Hsu, David (Author), Frazzoli, Emilio (Contributor)
Other Authors: Massachusetts Institute of Technology. Department of Aeronautics and Astronautics (Contributor)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE), 2013-10-29T13:48:44Z.
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