Risk Aware Planning and Probabilistic Prediction for Autonomous Systems under Uncertain Environments

This thesis considers risk aware planning and probabilistic prediction for autonomous systems under uncertain environments. Motion planning under uncertainty looks for trajectories with bounded probability of collision with uncertain obstacles. Existing methods to address motion planning problems un...

Full description

Bibliographic Details
Main Author: Han, Weiqiao
Other Authors: Williams, Brian C.
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/150099