An Information-Theoretic Definition for Open-Ended Learning

Wanqiao Xu, Yifan Zhu, Benjamin Van Roy

A growing body of work points to the great promise of AI systems that can continually expand their capabilities as they operate in an open-ended environment. But yet there is no co…