Combinatorial AI is a learning algorithm implementing the principles of Machine Understanding elaborated in Egghead. The algorithm operates in the reinforcement learning paradigm and involves structural search and optimization.
Combinatorial AI is able to:
Combinatorial AI gains knowledge starting from very simple to more and more complex models.
Research continues on training Combinatorial AI to:
ELEPHANT is an open-source project on how to tain and use Machine Understanding. The method features:
To make an impact, the principles of Machine Understanding need implementation in both training programs and learning agents. Once the training program for a subject domain is developed, it can be used, in principle, to train different agents.
Training programs that necessarily count on machine understanding can be used to benchmark different AI technologies.Learn more