cloudinwind's blog

Academic

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About Me#

我是四川大学计算机学院硕士生,本科毕业于郑州大学软件工程专业。 I am a Master's student at the College of Intelligence Science, National University of Defense Technology (NUDT). I earned my B.Eng. in Artificial Intelligence from South China Normal University (SCNU).

Research Pivot / 研究转型#

我此前的研究集中在 多智能体强化学习 (MARL)。然而,考虑到 MARL 在实际落地中的巨大局限性及其在工业界应用前景的匮乏,我目前已全面转向 具身智能 (Embodied AI)。我致力于探索能够打破仿真屏障、具有真实物理落地潜力的智能架构。 My previous research focused on Multi-Agent Reinforcement Learning (MARL). Recognizing the inherent challenges in its real-world deployment and the limited practical prospects of current MARL frameworks, I have shifted my focus toward Embodied AI. I am now dedicated to exploring intelligent architectures that can bridge the Sim-to-Real gap and achieve tangible physical impact.

Current Status / 当前状态#

目前我正在进行密集的学术调研与文献阅读,旨在具身智能领域寻找具有高价值的研究命题。 I am currently immersed in extensive literature review to identify high-impact research problems within the field of Embodied AI.

Connect / 交流#

Open to discussions on DL / RL / Embodied AI. 欢迎通过博客或邮件与我交流学术心得。

Here is my academic CV, feel free to download it.

Download CV

Research Interests#

ROS

Robotics Manipulation

Robotic Manipulation, Grasping, Dexterous Control, Object Interaction

PyTorch

VLA

Vision-Language-Action Models, Multi-modal Learning, Embodied AI

NVIDIA

Simulation Platform

Virtual Environments, Physics Simulation, Training Platforms

Publications#

Open-source Projects#