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Robocat

All articles tagged with #robocat

robotics2 years ago•3 min saved

"DeepMind's RoboCat: The Self-Training AI for General Purpose Robots"

DeepMind has developed a self-training robot named RoboCat that can learn new tasks quickly and improve its performance by constructing its own performance data. The robot fine-tunes its performance on between 100 and 1,000 demonstrations from a human-controlled robotic arm. Through self-training, its success rate doubled. The development is seen as a major step towards accelerating robotics research, "as it reduces the need for human-supervised training, and is an important step towards creating a general-purpose robot."

via Tech Xplore|

#artificial-intelligence #deepmind #robocat

artificial-intelligence2 years ago•0 min saved

"RoboCat: DeepMind's Self-Improving AI Model for Multi-Robot Operations"

DeepMind has introduced a self-improving AI model called RoboCat that can self-generate new training data to improve its technique without too much human interference. RoboCat learns much faster than other state-of-the-art models and can pick up a new task with as few as 100 demonstrations. This reduces the need for human-supervised training and is an important step towards creating a general-purpose robot.

via Interesting Engineering|

#artificial-intelligence #deepmind #general-purpose-robot

artificial-intelligence2 years ago•2 min saved

RoboCat masters diverse robotics tasks with DeepMind's help.

DeepMind has developed an AI model called RoboCat that can perform a range of tasks across different models of robotic arms and can solve and adapt to multiple tasks using different real-world robots. The model was trained on images and actions data collected from robotics both in simulation and real life. RoboCat was able to learn new tasks with as few as 100 demonstrations and could herald a lowering of the barrier to solve new tasks in robotics. The research team aims to reduce the number of demonstrations needed to teach RoboCat to complete a new task to fewer than 10.

via TechCrunch|

#adaptability #ai-model #artificial-intelligence