Unverified50% confidenceFactExact time
VLA (Vision-Language-Action) policy is a paradigm in robotics that unifies visual perception, natural language understanding, and robot action control within a single model framework
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9/17/2026
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UnverifiedVLA将机器人的物理动作表示为动作token,在统一序列预测框架中端到端完成从感知到行动的推理,Google DeepMind的RT-2系列工作是这一范式的代表78% similarUnverified基于视觉语言模型(VLM)的屏幕理解使Agent能以语义层面而非像素层面理解界面,这一范式转变被业界称为认知自动化(Cognitive Automation)77% similarUnverifiedThe capabilities of robots on-site at WRC 2026 are mostly driven by VLA (Vision-Language-Action models) or World Models.72% similarUnverifiedKrishna认为机器人模型应直接从视觉与传感器输入映射到动作,而非在中间嵌入LLM65% similarUnverifiedMicrosoft's Orleans framework adopts the Virtual Actor model and is primarily aimed at backend clusters, while Durable Objects extends this model to edge computing scenarios.61% similar
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