Michael (Jiahe) Pan

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I am a visiting researcher at Berkeley AI Research (BAIR) working on dexterous robot manipulation, under the supervision of Prof. Jitendra Malik. I am also a final-year Master’s student in Robotics at ETH Zürich, advised by Prof. Stelian Coros.

Previously, I worked on rapid real-world policy learning using differentiable simulation, under the supervision of Prof. Davide Scaramuzza. Prior to that, I worked on haptic and AR-augmented teleoperation interfaces for adaptive human-robot shared control.

My current research interests revolve around designing novel robot learning frameworks through efficient real-world interaction to achieve agile and adaptive behaviors in complex and dynamic real-world environments.

I am currently seeking PhD positions starting Fall 2026!

news

Sep 06, 2025 🎉 Learning on the Fly: Rapid Policy Adaptation via Differentiable Simulation is accepted at CoRL 2025 (Resource-Rational Robot Learning workshop)!
Jan 08, 2025 🎉 Assisting MoCap-Based Teleoperation of Robot Arm using Augmented Reality Visualisations is accepted at HRI 2025!
Jan 08, 2025 🎉 OfficeMate: Pilot Evaluation of an Office Assistant Robot is accepted at HRI 2025
Dec 20, 2024 🎉 Using Fitts’ Law to Benchmark Assisted Human-Robot Performance is accepted at HRI 2025!
Jun 07, 2024 🎉 A Review of Differentiable Simulators is accepted by IEEE Access!
Apr 30, 2024 🎉 Effects of Shared Control on Cognitive Load and Trust in Teleoperated Trajectory Tracking is accepted by RA-L!
Mar 15, 2024 🏆 Team UniMelb’s entry “OfficeMate” won 1st-place in the Office Assistant Robot Competition at HRI 2024
Feb 05, 2024 🎉 FaceVis: Exploring a Robot’s Face for Affective Visualisation Design is accepted at CHI 2023!
Dec 06, 2023 🎓 Graduated from BSc. Mechatronics Engineering (University of Melbourne) with First-Class Honours
Jun 08, 2023 🎉 Variable Grasp Pose and Commitment for Trajectory Optimization is accepted at HORA 2023!