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About

I am currently a Senior Research Scientist at Amazon, with research interests in robot learning, dexterous manipulation, and reinforcement learning. I earned my Ph.D. from the Department of Electrical and Computer Engineering at Duke University, where I conducted research in robotics under the mentorship of Professor Kris Hauser at the Intelligent Motion Lab, now at the University of Illinois Urbana-Champaign.

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During my Ph.D., my work focused on robot perception, motion planning, and learning, including the robot bin packing problem. Additionally, I worked in 3D computer vision techniques, such as SLAM, 6D pose estimation, segmentation, and classification on RGB-D data.

Projects

Robust robot packing

Robot packer that packs seen and unseen itemsets to a shipping box with optimized size, with each item identified, 3D-model acquired and packed to a stable position fully automatically.

© 2022 by Fan Wang

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