103 citations · 140 across the 6 of their papers we have counts for
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cs.RO2022★ 6 cited
From Play to Policy: Conditional Behavior Generation from Uncurated Robot Data
Zichen Jeff Cui, Yibin Wang, Nur Muhammad Mahi Shafiullah +1
While large-scale sequence modeling from offline data has led to impressive performance gains in natural language and image generation, directly translating such ideas to robotics…
cs.LG2022★ 31 cited
Behavior Transformers: Cloning modes with one stone
Nur Muhammad Mahi Shafiullah, Zichen Jeff Cui, Ariuntuya Altanzaya +1
While behavior learning has made impressive progress in recent times, it lags behind computer vision and natural language processing due to its inability to leverage large, human-g…