Pi-zero is based on the PaliGemma VLM and was trained on a custom dataset of 68 tasks from 7 robots, showcasing its competency in robot task performance.
The researchers noted that the frontiers of robot foundation model research include long-horizon reasoning, autonomous self-improvement, and the integration of data from various robot platforms.
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