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Sep, 2022
Perceiver-Actor: 用于机器人操纵的多任务Transformer
Perceiver-Actor: A Multi-Task Transformer for Robotic Manipulation
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Mohit Shridhar, Lucas Manuelli, Dieter Fox
TL;DR
使用Perceiver Transformer的行为克隆代理能够有效地学习行动,实验表明其在桌面任务上优于不受结构限制的图像转行动代理和3D ConvNet基准。
Abstract
transformers
have revolutionized vision and natural language processing with their ability to scale with large datasets. But in
robotic manipulation
, data is both limited and expensive. Can we still benefit from
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