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, Patrikalakis, Nicholas M
Other Authors: Massachusetts Institute of Technology. Department of Mechanical Engineering
Format: Article
Published: Springer Nature America, Inc 2019
Online Access:http://hdl.handle.net/1721.1/119849
https://orcid.org/0000-0003-3842-5162