
Boyuan Chen
@Boyuan__Chen • 2,185 subscribers
Assistant Professor @DukeEngineering. Robotics and AI.
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We present ClutterGen that tackles two important research problems in robotics: 1) how to generate physically compliant cluttered scene for robot learning? 2) how to stably place objects instead of the current "pick and drop" paradigm? Our key idea is to formulate physically compliant cluttered scene generation as a sequential object placement problem, such that we can look at scene generation as a reinforcement learning problem. The learned environment generator can be easily applied to solve truly "pick and place" tasks. Our robot can figure out how to place an object in a stable manner into a cluttered environment. Please check out our project website with video, code, and paper to learn more! Great work done w/ Yinsen Jia at Duke General Robotics Lab (
Boyuan Chen20,715 次观看 • 2 年前
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