Mingqi (Friedrich) Yuan

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Trinity College, Cambridge, 2024.

I’m a Post-doctoral Fellow at the Agentic Intelligence Lab, The University of Hong Kong (HKU). I received my PhD degree from The Hong Kong Polytechnic University (HKPU), fortunately supervised by Prof. Wenjun Zeng and Prof. Bo Li. In 2024, I was a visiting scholar at the Bio-Inspired Robotics Laboratory, The University of Cambridge, fortunately advised by Prof. Fumiya Iida.

My research career is also complemented by valuable experiences at leading industrial research hubs, covering intelligent robotics and intelligent system research fields across LimX Dynamics (2025), Tencent Robotics X Lab (2022), and JD.com, Inc. (2019).

My research broadly spans, not limited to, the following directions:

  • Reinforcement Learning (Sample efficiency, intrinsic motivation, etc.)
  • Embodied Intelligence (Humanoid robotics, VLA models, etc.)
  • Continual Learning (Anti-forgetting, plasticity, etc.)
  • Machine Learning Systems (AI Infra, agent-based systems, etc.)

News

Sep 24, 2026 Two papers accepted by NeurIPS2026!
Aug 31, 2026 One paper accepted by CoRL2026!
Jun 30, 2026 One paper accepted by IROS2026!
Jan 31, 2026 Two papers accepted by CVPR2026!
Dec 31, 2025 One paper accepted by IEEE RA-L!
Nov 30, 2025 One paper accepted by IEEE TPAMI!
Jun 30, 2025 One paper accepted by ICCV2025!
Mar 31, 2025 RLeXplore is accepted by the Transactions on Machine Learning Research!
Nov 30, 2024 RLLTE is going to be displayed in AAAI 2025. See you in Philadelphia!
Dec 31, 2023 I’m going to visit the University of Cambridge from February!