Global Motion Planning under Uncertain Motion, Sensing, and Environment Map

Motion planning that takes into account uncertainty in motion, sensing, and environment map, is critical for autonomous robots to operate reliably in our living spaces. Partially Observable Markov Decision Processes (POMDPs) is a principled and general framework for planning under uncertainty. Altho...

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Bibliographic Details
Main Authors: Kurniawati, Hanna (Author), Bandyopadhyay, Tirthankar (Author), Patrikalakis, Nicholas M (Contributor)
Other Authors: Massachusetts Institute of Technology. Department of Mechanical Engineering (Contributor)
Format: Article
Language:English
Published: Robotics: Science and Systems Foundation, 2019-02-04T18:31:10Z.
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