- Artificial intelligence
- Machine Learning
- Deep Learning
- Computer Vision
- Reinforcement Learning
- Agents
The branch of computational intelligence encompasses the creation or replication of intelligence by computational means. The goal is to create innovative algorithms and agents, capable of learning complex problems on their own, such as driving a car, playing chess, administering exact doses of medicine or a bipedal robot that starts crawling and ends up upright.
This is unsupervised learning because the programmer only creates the conditions and access to an environment and the machine has to figure things out for itself. The intellectual capacities of humans remain as a frontier of human knowledge. For this reason, it is of interest to be able to replicate human and collective intelligences in such a way that we can understand, replicate and extend these intelligences. This development has great repercussions on the societies and economic activities of the immediate future.