Risk-bounded Programming using Constrained, Hierarchical, Stochastic Shortest Path Problems

The escalating demand for autonomous systems that enhance human lives has emphasized a pressing need to ensure their safety. However, guaranteeing safety in the face of extensive decision-making and uncertain scenarios has proven to be a formidable challenge. We argue that an autonomous agent design...

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Bibliographic Details
Main Author: Hong, Sungkweon
Other Authors: Williams, Brian C.
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/152763