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A recent study released by Apple reveals that the company is developing a new framework called ELEGNT, aimed at enabling non-anthropomorphic robots to exhibit more natural and expressive movements, which could open new avenues for the future development of home robots. The research team used a robot modeled after the lamp character in Pixar's animation "Luxo Jr.", equipped with a 6-axis robotic arm and a head featuring lighting and projection capabilities. Through the ELEGNT framework, researchers have enabled the robot to not only perform functional tasks but also convey intent and emotion through its movements.

The MIT Computer Science and Artificial Intelligence Laboratory has demonstrated an innovative method for training home robots by utilizing iPhone scans of users' home environments, uploading the data to a simulated environment for training. This method aims to address the limitations of traditional robot training in adapting to complex home layouts, lighting, and object placement. Through simulated training, robots can practice millions of times in a virtual world without any real-world loss, significantly enhancing their adaptability. The construction of the environmental database not only strengthens the robots' performance in known environments but also prepares them to face...