What Does Competitive Learning Mean?

Competitive learning is a type of unsupervised learning model used in machine learning and artificial intelligence systems. Some of the interesting new formats of machine learning projects are partially based on competitive learning include self-organizing component neural networks. That makes this an integral idea in the machine learning community.

Techopedia Explains Competitive Learning

In a competitive learning model, there are hierarchical sets of units in the network with inhibitory and excitatory connections. The excitatory connections are between individual layers and the inhibitory connections are between units in layered clusters. Units in a cluster are either active or inactive.