Efficient Imitation Learning for Robust, Adaptive, Vision-based Agile Flight Under Uncertainty

Existing robust model predictive control (MPC) and vision-based state estimation algorithms for agile flight, while achieving impressive performance, still demand significant onboard computation, preventing deployment on robots with tight Cost, Size, Weight, and Power (CSWaP)constraints. The existin...

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Bibliographic Details
Main Author: Tagliabue, Andrea
Other Authors: How, Jonathan P.
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/155345