Design Science for Reproducible and Shareable Robot Learning poster

Design Science for Reproducible and Shareable Robot Learning

Yujian Dong, Jinqi Wei, Yang Xiao.

 Jun 1, 2022

#Research & Academic


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Proposed a novel method for reproducible and shareable robot learning by focusing on rich and intuitive representation, processing, and storage of manipulation data. This was achieved through the DeepClaw system that features a unified data storage format, easily accessible web-based software, and open-source, low-cost hardware for teleoperation and data collection.

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workspace setup

Automated Robotic Waste Sorting

ME336 Collaborative Robot Learning

 May 27, 2021

#Research & Academic


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Designed and implemented an automated robotic waste sorting line with visual recognition. Improved sorting efficiency with a throw method rather than a traditional pick-and-place approach.

Demo Video

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Hand Tracking & Robot Teleoperation

PaXini

 Mar 5, 2025

#Work


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Control robot hand with any camera by recognizing hand gestures.

Demo Video

Showed on The Mobile World Congress (MWC) 2025 with Honor(a Chinese smartphone manufacturer).

PaXini Tech Youtube Channel: https://www.youtube.com/@PaXini

  • YouTube

  • Bilibili

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Dora Depalletizer

Dora Depalletizer

Dorabot

 Sep 1, 2023

#Work


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Developed large-scale (de)palletizing application using heavy-duty KUKA robots and Mixed Integer Programs (MIPs) for industry automated warehouses, achieving a processing speed of up to 1200 boxes per hour per single robot.

Demo Video

Depalletizing by layer

Depalletizing by row

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