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Foundation models control robots via visual interface agent

Researchers have developed VIA, a Visual Interface Agent for robot control that leverages existing foundation models without specific robot fine-tuning. VIA recasts robot manipulation as an agentic task, using a browser-based 3D interface to allow general-purpose agents to control robotic arms through screenshots and intuitive commands. This approach allows the agent to inherit its reasoning and planning capabilities, achieving high success rates on various manipulation tasks with models like Claude Code, Codex, and Fable 5. AI

IMPACT Demonstrates that general-purpose foundation models can be adapted for robot control with minimal specific training, potentially accelerating robotics development.

RANK_REASON Research paper detailing a novel framework for robot control using foundation models. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.AI →

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Foundation models control robots via visual interface agent

COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Hengyuan Hu, Priya Sundaresan, Jensen Gao, Dorsa Sadigh ·

    VIA: Visual Interface Agent for Robot Control

    arXiv:2607.11119v1 Announce Type: cross Abstract: Robot manipulation is a complex task that requires visual understanding, physical reasoning, planning, and closed-loop control. General-purpose foundation models (FMs) have grown remarkably capable of some of these, especially vis…