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Teaching robots some magic
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Teaching robots some magic
  • Tongji University

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Hazzzard-LYX/README.md

Hi, I'm Yuxuan Lu πŸ‘‹

πŸŽ“ Undergraduate student in Mechanical Engineering at Tongji University
πŸ€– Working on robotics, simulation, perception, and engineering data analysis
🌍 Incoming exchange student at TU Darmstadt, focusing on humanoid robotics and robot learning

My current interests include humanoid robot manipulation, whole-body control, reinforcement learning, robotic perception, and simulation-based robot learning.


πŸ”¬ Research Interests

  • πŸ€– Humanoid Robotics and Whole-Body Control
  • 🧠 Reinforcement Learning for Locomotion and Manipulation
  • πŸ‘€ Robotic Perception and Sensor Fusion
  • πŸ§ͺ Isaac Sim / Isaac Lab Simulation
  • 🦾 Robot Modeling, URDF, and Digital Twins
  • ⚑ Fuel Cell Bipolar Plate Analysis
  • 🧩 Finite Element Simulation and Engineering Optimization

πŸš€ Featured Projects

🦿 H1 Velocity Tracking Sim-to-Sim

Sim-to-sim transfer experiment for Unitree H1 velocity tracking, based on Unitree RL Lab and Isaac Lab.
The project exports a trained H1 locomotion policy from Isaac Lab / RSL-RL to ONNX and validates its rollout in MuJoCo, focusing on policy deployment, joint/action mapping, and simulation consistency.

Keywords: Unitree H1, Isaac Lab, MuJoCo, Sim-to-Sim, Velocity Tracking, Reinforcement Learning, ONNX


πŸ›°οΈ LiDAR-based Localization and Path Planning Robot

A robotics course project implementing LiDAR-based localization, grid-map navigation, path planning, and visual recognition in simulation.

Keywords: LiDAR, Localization, Path Planning, Grid Map, Computer Vision


πŸš— AGV Path Planning and Scheduling Simulation

AGV selection, routing, and scheduling simulation for an industrial drying production line.

Keywords: AGV, Scheduling, Path Planning, Industrial Simulation, Isaac Sim


🌊 Fuel Cell Bipolar Plate Surface Analysis

Image-processing-based surface morphology analysis for fuel cell bipolar plates using moirΓ©-pattern features and regression models.

Keywords: Image Processing, MoirΓ© Pattern, Surface Analysis, Regression, Fuel Cell


πŸ› οΈ Technical Skills

Robotics & Simulation
Isaac Sim, Isaac Lab, URDF, robot modeling, reinforcement learning, path planning

Programming
Python, MATLAB, C/C++, Git, Linux

Machine Learning & Vision
PyTorch, OpenCV, image processing, visual perception, sensor fusion

Engineering Tools
SolidWorks, Abaqus, finite element analysis, mechanical design


πŸ“Œ Current Focus

I am currently preparing for research work related to humanoid robot manipulation, whole-body control, and perception-aware robotic systems.

I am also working on engineering research involving fuel cell bipolar plate analysis and simulation-based optimization.


πŸ“« Contact

Pinned Loading

  1. Isaacsim-AGV-drying-line-simulation Isaacsim-AGV-drying-line-simulation Public

    AGV routing, scheduling, and action-level simulation for an industrial drying production line in Isaac Sim.

    Python 3

  2. robotic-arm-ik-simscape robotic-arm-ik-simscape Public

    A MATLAB Simscape Multibody simulation project for linear end-effector motion of a four-DOF robotic arm.

    3

  3. humanoid-velocity-tracking-sim2sim humanoid-velocity-tracking-sim2sim Public

    Velocity tracking and sim-to-sim transfer for Unitree H1 humanoid locomotion using reinforcement learning.

    Python 3

  4. Isaacsim-logistics-sorting-robot Isaacsim-logistics-sorting-robot Public

    LiDAR localization, grid-map path planning,and action simulation for a logistics sorting robot in Isaac Sim.

    Python 3