cv
This is my CV.
Basics
| Name | Yixiao Liu |
| Label | Robotics & Control |
| yxlewis@seas.upenn.edu | |
| Phone | +1 835 258 3894 |
| Summary | Senior student focused on optimal control (LQR/MPC), and simulation-based methods for motion planning. Interested in learning-based physics simulation and neural representations for robotics. |
Education
-
2025.08 - Present -
2022.08 - Present
Projects
- 2025.08 - 2025.10
Optimal Control for Nonlinear Systems
- Designed modular Python code for fast experimentation
- Compared MPC horizons and cost weightings across tasks
- 2025.03 - 2025.06
UR16e Manipulator Simulation
- Built reusable kinematics/dynamics modules
- Benchmarked trajectory planners and tracking accuracy
Awards
- 2024
Outstanding Course Project Award
SJTU — ME3220: Design and Manufacture II
Skills
| Programming | |
| Python | |
| MATLAB | |
| C++ | |
| Git |
| Frameworks & Tools | |
| Simulink | |
| PyTorch (basic) |
| Domains | |
| Robotics | |
| Dynamic Modeling | |
| Optimal Control | |
| Physics-based Simulation |
Interests
| Learning-based physics simulation |
| Flow matching and Diffusion models |
| Optimal and learning-based control & planning |