Tech experts want to deploy robots into offices and other indoor spaces. Howeverbetdito casino, they need sophisticated artificial intelligence to be more aware of their surroundings.
It seems Google Gemini is close to being that AI solution.
Google DeepMind detailed in their arXiv paper how they implemented Gemini 1.5 Pro to teach a robot to respond to commands and navigate around an office.
Article continues after this advertisementREAD: Google Gemini chatbot continues development
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How did Google Gemini help with robot navigation?Can AI help robots navigate?As part of a new project, Google’s DeepMind Robotics implemented Google Gemini 1.5 Pro to teach a robot to respond to commands and navigate around an office 🤖 pic.twitter.com/e6jiIrX3v8
— TechCrunch (@TechCrunch) July 15, 2024TechCrunch says the researchers led the robot on a specialized guided tour to help it familiarize itself with the DeepMind office.
Article continues after this advertisementThe team calls this method the “Multimodal Instruction Navigation with demonstration Tours (MINT).” It involved walking the robot around the office while pointing out different landmarks via speech.
Article continues after this advertisementThis process allows the artificial intelligence to map the indoor environment based on what it “sees” with its cameras.
Article continues after this advertisementNext, the scientists instructed Google Gemini on how to translate user requests into navigational directions it must follow.
Specifically, they used a hierarchical Vision-Language-Action (VLA) navigation policy to make it possible. It “combined the environment understanding and common sense reasoning.”
Article continues after this advertisementDigital Trends says the results were highly successful.
The Google Gemini bot achieved “86% and 90% end-to-end success rates on previously infeasible navigation tasks involving complex reasoning and multimodal user instructions in a large real-world environment.”
The robot was able to lead researchers to the nearest power outlet and recall where to get cans of soda. Moreover, it led them to the DeepMind office whiteboard.
Google DeepMInd admits the Google Gemini robot is still clunky.
The machine still can’t perform its office tour without assistance. Also, it takes 10 to 30 seconds to respond.
We would likely take a few more years before we have Gemini bots doing our chores.
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Neverthelessbetdito casino, the researchers will continue honing the artificial intelligence to realize this application.
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