Learning Legged Locomotion by Physics-based Initialization: Motion Imitation from Model-Based Optimal Control

The development of legged robots capable of navigating in and interacting with the world is quickly advancing as new methods and techniques for sensing, decisionmaking, and controls expand the capabilities of state-of-the-art systems. Model-based methods, empowered by greater computing capacity and...

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Bibliographic Details
Main Author: Miller, Adam Joseph
Other Authors: Kim, Sangbae
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/147283