Optimal Control

PhD project, Walking with foot rolling motion on various terrains

By genealizing the contact constraints, we extended HZD gait optimization to generate walking motion on flat ground, stairs and slopes.

PhD project, Towards to human-like walking gait

In this project we modified the trajectory optimization thorugh contact, and added several schemes to adjust the gait to be more human-like.

PhD project, QP-based Controller to Unify COM Planning and Torque Control

A method of combining real-time walking pattern generation and constrained nonlinear control to achieve robotic walking under Zero-Moment Point (ZMP) constraints.