Real-world robot applications of foundation models: A review
Recent developments in foundation models, like Large Language Models (LLMs) and Vision-
Language Models (VLMs), trained on extensive data, facilitate flexible application across …
Language Models (VLMs), trained on extensive data, facilitate flexible application across …
Scaling up and distilling down: Language-guided robot skill acquisition
We present a framework for robot skill acquisition, which 1) efficiently scale up data
generation of language-labelled robot data and 2) effectively distills this data down into a …
generation of language-labelled robot data and 2) effectively distills this data down into a …
Octo: An open-source generalist robot policy
Mobile aloha: Learning bimanual mobile manipulation with low-cost whole-body teleoperation
Imitation learning from human demonstrations has shown impressive performance in
robotics. However, most results focus on table-top manipulation, lacking the mobility and …
robotics. However, most results focus on table-top manipulation, lacking the mobility and …