Toward Self-Intelligence: A New Foundation
Ming Xie · 2021
Artificial Intelligence is regaining its wide popularity in recent years. On one hand, the importance of Artificial Intelligence is due to the availability of big data which is the result of the formation of large systems that are interconnected by various networks. On the other hand, robots and machines of tomorrow are urgently in need of gaining self-intelligence so as to be able to efficiently perform difficult tasks, and even to free people from doing dangerous jobs. With the rise of Artificial Intelligence in the public minds or eyes, people are putting a very high level of interests on knowing the scientific solutions behind the understanding and capabilities of self-skills and self-intelligence. In this invited paper, I will go through the following key points: What is the past paradigm on computerized intelligence? What is the present paradigm on machine learning? What is the new foundation toward achieving machines’ self-intelligence?