Agent as Policy (AGP) for Zero-Shot Robotic Manipulation
September 10, 2026
AGP enables general-purpose agents to drive physical robots through task planning and execution without environment-specific training. The agent interprets visual evidence, writes executable programs, and issues motion commands to handle tasks like assembly and deformable object manipulation.
HOW THIS AFFECTS YOU
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builderYou can implement robotic control by treating the agent as a high-level policy driver via code.
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researcherThis moves the field toward zero-shot generalization in complex, real-world physical manipulation.