Mphasis, a company that helps improve technology, offers machine learning services. The company employs algorithms that help solve various business problems, such as Associations, Clustering, Forecasting, Classification, Regression, and many more. The machines come in four types, based on learning and methods. For example, there is Reinforcement Learning (RL).
RL employs a feedback-based process. In this setup, the software component, the AI agent, is situated at the security operations centre. It works by automatically exploring the surroundings. It hits and trail, performs an action, takes note of the past mistakes, and performs better.
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