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Google DeepMind Launches Gemini Robotics On-Device for Offline Robot Operation

Available to a select group of developers, the offline AI model is designed to boost reliability in environments with poor connectivity.

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Google DeepMind AI Robot
In a robotics lab, Google’s humanoid robot A11 demonstrates task-ready posture in front of assorted items, representing the kinds of real-world scenarios its offline AI model is built to handle autonomously
Jakarta - July 26,2024: Google DeepMind, formerly DeepMind Technologies logo signboard, is a British artificial intelligence research laboratory which serves as a subsidiary of Google

Overview

  • Gemini Robotics On-Device runs entirely on robots without internet access, enabling low-latency inference for tasks such as unzipping bags and folding laundry.
  • Optimized for bi-arm platforms, the model requires minimal computational resources and delivers near cloud-level performance in Google’s internal benchmarks.
  • It adapts to new tasks with as few as 50 to 100 demonstrations and has been ported from Google’s ALOHA robot to the Franka FR3 and Apptronik’s Apollo humanoid.
  • Developers can fine-tune the model using a Gemini Robotics SDK available through Google’s trusted tester program.
  • Unlike its hybrid predecessor, the on-device version omits built-in semantic safety reasoning, prompting developers to implement their own safety controls.