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Panpan Cai
Robotics from autonomous driving in dense traffic to home-service mobile manipulation, bridged by a closed loop of planning and learning.

I am a roboticist. I am currently a Full-time Faculty at the Shanghai Innovation Institute, and an Associate Professor at the School of Artificial Intelligence, Shanghai Jiao Tong University. Prior to that, I was a postdoctoral research fellow with Prof. David Hsu at the Department of Computer Science, National University of Singapore. I received my PhD from Nanyang Technological University.

I work on large-scale decision making for robots in open, complex, and dynamic environments — bridging explicit planning with learning and foundation models to enable robots to operate smoothly in complex environments and interact seamlessly with humans. Current topics include foundation models for robot planning, integrating planning and learning, open-world robot planning, mobile manipulation for home-service robots, and autonomous driving.

I serve as an Associate Editor of IEEE Transactions on Robotics (T-RO), and have served as Associate Editor for the IEEE International Conference on Robotics and Automation (ICRA 2023) and the International Symposium on Experimental Robotics (ISER 2023). I am Area Chair of RSS 2026 and Organization Chair of CEAI 2024 in China. My LEADER paper was a Best Paper Award Finalist at CoRL 2022, and my self-designed graduate course on autonomous driving was honored with the SJTU University-Level Outstanding Course Award.

News

  1. Nov 2026Invited talks at two CoRL 2026 workshops.
  2. Jul 2026Invited talk at RSS 2026 Workshop on Human-Centered Mobile Manipulation.
  3. May 2026Invited talk at the SJTU V2X Innovation Center.
  4. May 2026Two papers accepted at RSS 2026: MINT and Vec-QMDP.
  5. Feb 2026Started serving as Area Chair for RSS 2026.
  6. Sep 2025Hi-Drive accepted at IEEE Robotics and Automation Letters (RA-L).
  7. Sep 2025Three papers accepted at NeurIPS 2025: UniDomain, Tru-POMDP, and ForceVLA.
  8. Sep 2025Started lecturing AI1804 “Algorithm Design and Analysis” at SJTU.
  9. Jul 2025My course CS7355 won the SJTU Outstanding Course Award.
  10. Jun 2025Invited talk at CCF Young Elite Forum (YEF) 2025.
  11. Feb 2025Invited talk at XYZ Robotics.
  12. Jan 2025Joined the School of Artificial Intelligence, SJTU.
  13. Sep 2024Joined Shanghai Innovation Institute as a Full-time Faculty.
  14. Feb 2024Designed and launched CS7355 “Frontiers in Autonomous Driving” at SJTU SEIEE.
  15. Jan 2024Started serving as Associate Editor for IEEE Transactions on Robotics (T-RO).

Selected publications

Experience

  1. Sep 2024 — Present

    Full-time Faculty

    Shanghai Innovation Institute · Shanghai, China

    • Robotics and embodied AI
    • Foundation models for robot planning
    • Open-world robot planning
    • Mobile manipulation for home-service robots
  2. Jan 2025 — Present

    Associate Professor

    School of Artificial Intelligence, Shanghai Jiao Tong University · Shanghai, China

    • Integrating planning and learning
    • Planning under uncertainty
    • Mobile manipulation
    • Autonomous driving
  3. Aug 2022 — Jan 2025

    Associate Professor

    Qing Yuan Research Institute, Shanghai Jiao Tong University · Shanghai, China

    • Integrating planning and learning
    • Planning under uncertainty
    • Autonomous driving
  4. Dec 2021 — Jan 2022

    Senior Research Fellow

    National University of Singapore · Singapore

  5. Feb 2017 — Dec 2021

    Research Fellow

    National University of Singapore · Singapore

    • Autonomous driving in crowded environments
    • Behaviour modeling of traffic agents
    • Massive parallelization for real-time planning under uncertainty
    • Integrating planning and learning
  6. Aug 2011 — Dec 2016

    Doctor of Philosophy

    Nanyang Technological University · Singapore

  7. Aug 2007 — Jun 2011

    BSc, Computational Mathematics

    Chu Kochen Honors College, Zhejiang University · China