Point-Based Policy Transformation: Adapting Policy to Changing POMDP Models

Motion planning under uncertainty that can efficiently take into account changes in the environment is critical for robots to operate reliably in our living spaces. Partially Observable Markov Decision Process (POMDP) provides a systematic and general framework for motion planning under uncertainty....

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Bibliographic Details
Main Authors: Kurniawati, Hanna (Author), Patrikalakis, Nicholas M (Contributor)
Other Authors: Massachusetts Institute of Technology. Department of Mechanical Engineering (Contributor)
Format: Article
Language:English
Published: Springer Nature America, Inc, 2019-01-04T15:08:45Z.
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