Unverified50% confidenceFactExact time
VLA的代表性工作包括Google的RT-2（Robotics Transformer 2）和Physical Intelligence公司的π0模型
1
Sources
50%
Confidence
Long-term
Relevance
7/13/2026
First Seen
Sources
Vizuara机器人学习课程笔记获取指南与免费资源推荐
redditr/deeplearning7/12/2026
Related Claims
UnverifiedGoogle于2023年发布RT-2等视觉-语言-动作模型（VLA），将感知、语义理解与操作策略统一在同一Transformer框架中82% similarUnverifiedGoogle DeepMind的RT-2（2023年）将机器人动作词元化为离散token，附加到视觉-语言模型PaLI-X和PaLM-E的输出词汇表中，展现出零样本泛化能力63% similarVerifiedGoogle validated the Mixture of Experts (MoE) architecture at scale in Switch Transformer.62% similarVerifiedGoogle's Switch Transformer, released in 2021, alleviates load imbalance by simplifying routing to a Top-1 selection and introducing an expert capacity mechanism.60% similarUnverifiedGoogle's RT-2, Tesla's Optimus, and China's Unitree Robotics are typical representatives of the Embodied AI trend.60% similar
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