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Siyu Luo

Shenzhen, China

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About

Developer / MS Student

Hi! I am a master's student in Computer Technology at the College of Application and Technology, Shenzhen University. My current research focuses on learning-based whole-body control for humanoid robots. My ultimate goal is to build truly intelligent humanoid robots that can seamlessly integrate into and serve in real-world human environments.

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Education

Projects

Deployment of a Whole-Body Control Algorithm for Humanoid Robots

Apr 10, 2026 - May 07, 2026

Delivered end-to-end motion retargeting, RL policy training, and Sim2Real deployment for Walker Tienkung (30-DoF), achieving zero-shot trajectory tracking and stable walking; related paper is under review at NeurIPS 2026.

Humanoid Robot Music Conductor

May 10, 2026 - May 21, 2026

Built a conducting-motion pipeline from video pose extraction to IK remapping, trained a stable upper-body control policy, and deployed a fused controller for smooth, high-fidelity real-robot conducting at 50Hz.

YOLOv8 and MoveIt 2 based Object Pick-and-Place

Oct 16, 2025 - Dec 29, 2025

Built a humanoid dual-arm pick-and-place pipeline with YOLOv8 perception, VLM-based target recognition, Isaac Sim validation, ROS2-ZMQ communication, and MoveIt 2 IK planning for simulation-to-hardware grasping.

Simulation and Control of the TIAGo Mobile Manipulator in Gazebo

May 16, 2025 - May 29, 2025

Implemented a full ROS + MoveIt! pick-and-place workflow in Gazebo, including OMPL-based planning, trajectory smoothing, and autonomous navigation with precise end-effector alignment.

Publications

ATOM: A Training Framework for Humanoid Behavior Foundation Models with Imperfect Data

NeurIPS 2026 (Under Review)

2026

Proposes a training framework for humanoid behavior foundation models under imperfect data conditions, grounded in our whole-body control deployment and Sim2Real validation results.

Skills

Languages

Robotics

Learning & Control

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