Thursday, October 24, 2024

Embodied AI - Ray Schroeder, Inside Higher Ed

We may be just months away from an influx of embodied AI robots (EAI). Those are, in many cases, humanoid bots powered by autonomous AI. Shaoshan Liu and Shuang Wu write in the Communications of the ACM, “Embodied Artificial Intelligence (EAI) integrates artificial intelligence into physical entities like robots, endowing them with the ability to perceive, learn from, and dynamically interact with their environment.” Liu and Wu go on to describe that the “foundational studies highlight three principles for developing EAI systems. First, EAI systems must not rely on predefined, complex logic to manage specific scenarios. Second, it is essential that EAI systems incorporate evolutionary learning mechanisms, enabling them to adapt continuously to their operational environments. Lastly, the environment plays a pivotal role in shaping not just physical behaviors, but also cognitive structures.”