, Unsupervised Both Strategy 4 and Strategy 3 squeeze the X-form from inside to high abstraction. However, Strategy 4 uses unsupervised data (at least partially), this is very desirable. But, using unsupervised data, we need to have a stronger capability. Just like strategy 2, strategy 4 can achieve universal learning machine as well. Now we know universal learning machine is achievable, Strategy 4 -Squeeze X-form to Higher Abstractions
, Discussion on Mechanical Learning and Learning Machine, 2016.
, Descriptions of Objectives and Processes of Mechanical Learning
What Really is Deep Learning Doing ,
Chinese patent application Application # ,
The Master Algorithm, Talks at Google ,
A theory of the learnable, Communications of the ACM, vol.27, 1984. ,
A Logical Model of Intelligence An introduction to NARS ,
Mechanism-based artificial intelligence theory, CAAI transactions on intelligent systems, vol.13, p.218, 2018. ,
Universal logic theory: logical foundation of mechanism-based artificial intelligence theory, CAAI transactions on intelligent systems, vol.13, p.1936, 2018. ,
Factor space-mathematical basis of mechanism based artificial intelligence theory, CAAI transactions on intelligent systems, vol.13, p.3754, 2018. ,