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Rage against the dying of the light.
💠
Rage against the dying of the light.

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balmung08/README.md

👋 Hey there!

I'm currently a Master's student at Beijing Institute of Technology (BIT), hacking away at mobile robots that actually work in the real world.


🔬 Research Overview

My research lies at the intersection of robotics, control, and intelligent planning, with a focus on autonomous systems operating in complex and unstructured environments.

My core interest is deep reinforcement learning for motion planning and control, aiming to build systems that can perceive, reason, and act robustly in the real world.


🧭 Research Philosophy

I believe robotics should not only extend human capability, but also liberate humans from repetitive and hazardous work — moving toward truly autonomous, self-evolving systems.

My long-term goal is to bridge rigorous mathematical modeling with embodied intelligence, enabling robots to understand, adapt, and act independently in dynamic environments.


🧠 Tech Stack / Keywords

Python C++ ROS DRL Control Planning Optimization


🌍 Know More About Me

🌐 Homepage: balmung08.github.io

Google Scholar ORCID WOS


“All those moments will be lost in time, like tears in rain.”Blade Runner (1982)


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  1. 4WIS-Robot-DRL-Multimodal-Trajectory-Tracking 4WIS-Robot-DRL-Multimodal-Trajectory-Tracking Public

    [IROS 2025] Deep Reinforcement Learning-Based Trajectory Tracking Framework for 4WS Robots Considering Switch of Steering Modes

    Python 2

  2. 4WIS-Robot-Simulation-Environment 4WIS-Robot-Simulation-Environment Public

    A comprehensive simulation environment established for 4WIS trajectory planning and control

    C++ 8 1

  3. Geodesic-Based-Path-Planning Geodesic-Based-Path-Planning Public

    [ESWA 2025] Geodesic-Based Path Planning for Port Transfer Robots on Riemannian Manifolds

    MATLAB 1

  4. Robot-SLAM-Simulation-Environment Robot-SLAM-Simulation-Environment Public

    基于Gazebo的SLAM综合仿真环境

    C++ 20 3

  5. LaTeX-OCR-Helper LaTeX-OCR-Helper Public

    用于文献阅读时提取Latex表达式的小工具

    Python 19

  6. B.Eng-Thesis-Spider-Robot B.Eng-Thesis-Spider-Robot Public

    基于树莓派的六足机器人工程

    Python 22 3