Types of Artificial Intelligence

Artificial intelligence (AI) refers to intelligence demonstrated by machines as opposed to natural intelligence demonstrated by animals such as humans. 

According to leading AI textbooks, the field is defined as the study of "intelligent agents": any system that perceives its environment and takes actions that maximize its chances of achieving its goals. To know more about artificial intelligence, you can simply visit this site – pentwaterconnect.com.

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Here are the types of Artificial Intelligence

Reactive Machines: A reactive machine adheres to the most fundamental AI principles and, as the name suggests, is only capable of using its intelligence to perceive and react to the world in front of it. Because a reactive machine lacks memory, it cannot rely on past experiences to inform real-time decision-making.

Limited Memory: When gathering information and weighing potential decisions, artificial intelligence with limited memory has the ability to store previous data and predictions.

There are three major machine learning models that make use of artificial intelligence with limited memory:

  • Reinforcement learning, which learns to make better predictions through repeated trial-and-error.

  • Long Short Term Memory (LSTM), utilizes past data to help predict the next item in a sequence. 

  • Evolutionary Generative Adversarial Networks (E-GAN), evolve over time, growing to explore slightly modified paths based on previous experiences with every new decision. 

Self-awareness: This type of artificial intelligence has human-level consciousness and is aware of its own presence in the world as well as the presence and emotional state of others.