What is RT-2? Google DeepMind’s vision-language-action model for robotics
Jul 28, 2023 · Robotics Transformer 2, or RT-2, is a first-of-its-kind vision-language-action (VLA) model. A Transformer -based model trained on text and images from the web, RT-2 can directly output robotic actions. Just like language models are trained on text from the web to learn general ideas and concepts, RT-2 transfers knowledge from web data to inform ...
Shaping the future of advanced robotics - Google DeepMind
Jan 4, 2024 · SARA-RT: Making Robotics Transformers leaner and faster. Our new system, Self-Adaptive Robust Attention for Robotics Transformers (SARA-RT), converts Robotics Transformer (RT) models into more efficient versions. The RT neural network architecture developed by our team is used in the latest robotic control systems, including our state-of-the ...
RT-2: New model translates vision and language into action
Jul 28, 2023 · Robotic Transformer 2 (RT-2) is a novel vision-language-action (VLA) model that learns from both web and robotics data, and translates this knowledge into generalised instructions for robotic control. High-capacity vision-language models (VLMs) are trained on web-scale datasets, making these systems remarkably good at recognising visual or ...
Google’s PaLM-E is a generalist robot brain that takes commands
Mar 7, 2023 · Google’s PaLM-E is a generalist robot brain that takes commands. ChatGPT-style AI model adds vision to guide a robot without special training. A robotic arm controlled by PaLM-E reaches for a ...
Google DeepMind's Chatbot-Powered Robot Is Part of a Bigger …
Jul 11, 2024 · Topics Google robots artificial intelligence DeepMind. Read More. Google DeepMind's Demis Hassabis Says Gemini Is a New Breed of AI. Google’s new AI model Gemini launched today inside the Bard ...
Google's RT-2 AI Model: A Step Closer To Robots That Can Learn ... - Forbes
Jul 31, 2023 · In over 6,000 robotic trials, RT-2 performed as well as its predecessor, RT-1, on tasks it had been trained for while nearly doubling its performance on novel, unseen scenarios — from 32% with ...
Aided by A.I. Language Models, Google’s Robots Are Getting Smart
Jul 28, 2023 · Kelsey McClellan for The New York Times. Robots still fall short of human-level dexterity and fail at some basic tasks, but Google’s use of A.I. language models to give robots new skills of ...
Introducing Gemini: Google’s most capable AI model yet
Dec 6, 2023 · Its state-of-the-art capabilities will significantly enhance the way developers and enterprise customers build and scale with AI. We’ve optimized Gemini 1.0, our first version, for three different sizes: Gemini Ultra — our largest and most capable model for highly complex tasks. Gemini Pro — our best model for scaling across a wide range ...
Google says Gemini AI is making its robots smarter - The Verge
Jul 11, 2024 · Google is training its robots with Gemini AI so they can get better at navigation and completing tasks. The DeepMind robotics team explained in a new research paper how using Gemini 1.5 Pro ’s ...
RoboCat: A self-improving robotic agent - Google DeepMind
Jun 20, 2023 · RoboCat is the first agent to solve and adapt to multiple tasks and do so across different, real robots. RoboCat learns much faster than other state-of-the-art models. It can pick up a new task with as few as 100 demonstrations because it draws from a large and diverse dataset. This capability will help accelerate robotics research, as it ...