ROBOCAT: A SELF-IMPROVING ROBOTIC AGENT

Summary from the TLDR newsletter

RoboCat is a self-improving AI agent for robotics. It learns to perform tasks across different arms and then self-generates new training data to improve its technique. RoboCat can solve and adapt to multiple tasks across different robots. It learns much faster than other state-of-the-art models, picking up new tasks with as few as 100 demonstrations. A video demonstrating RoboCat's abilities is available in the article.