Understanding Artificial Intelligence Through Algorithmic Information Theory

Can we characterize intelligent behavior? Are there theoretical foundations on which Artificial Intelligence can be grounded? This course on Algorithmic Information will offer you such a theoretical framework. You will be able to see machine learning, reasoning, mathematics, and even human intelligence as abstract computations aiming at compressing information. This new power of yours will not only help you understand what AI does (or can't do!) but also serve as a guide to design AI systems.