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.
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