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Work hard !!
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Work hard !!
  • HKUST(GZ)
  • GuangZhou-China

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@PeakLab-HKUST-GZ

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JIAlonglong/README.md

πŸ‘‹ Hi, I'm JIAlonglong!

πŸ€– Robotics & Embodied AI Researcher | 🧠 Robot Agent & Large Models

🌐 Connect With Me

CSDN Blog Bilibili Channel Personal Website


πŸš€ Research Focus

  • 🧠 LLM/VLM-Driven Autonomous Agents Building general-purpose embodied agents with LLMs and VLMs at the core, enabling multi-modal perception, long-horizon decision-making and generalizable task planning.

  • πŸ” LLM Alignment & Agent Policy Distillation Aligning LLMs with embodied tasks via instruction tuning, RLHF and CoT distillation, bridging natural language instructions to actionable agent outputs.

  • πŸ’» Embedded & Simulation Validation
    Robot hardware driver development, ROS/ROS2 system integration, and algorithm validation with Gazebo, MuJoCo, and IsaacLab


πŸ› οΈ Tech Stack

PyTorch Hugging Face Transformers Python C++ ROS ROS2 MuJoCo NVIDIA IsaacLab STM32 Git VS Code


πŸ“Š GitHub Analytics

GitHub Stats Top Languages

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Coding Animation


  • 🌟 Star my repositories if you find them helpful!
  • πŸ“© Feel free to open an issue for collaboration or discussion!

Pinned Loading

  1. gdut-robocon/rc_control gdut-robocon/rc_control Public

    C++ 11 12

  2. REAL REAL Public

    REAL: Robust Extreme Agility via Spatio-Temporal Policy Learning and Physics-Guided Filtering

    1

  3. robot-llm-align robot-llm-align Public

    This project builds domain-specific datasets for robot control (PID, path planning, EKF, arm kinematics, etc.), trains aligned models via SFT β†’ DPO, and integrates PythonRobotics tools to build a R…

    Python 1