Types Of Artificial Intelligence You Should Know
In the article we’ll be discussing a important topic that’s “Types Of Artificial Intelligence You Should Know” let’s talk about it in detail:
If we were asked to name a technology that completely revolutionized the 21st century, it would be Artificial Intelligence. AI is actually part of our day to day life and that’s why we think it’s necessary we understand the various types of Artificial Intelligence.
When someone asks you to explain the various types of Artificial Intelligence systems, you need to categorize them based on their functionalities.
AI can be categorised into the types given below, based on the functionality of AI-based systems:
- Reactive Machines AI
- Limited Memory AI
- Theory Of Mind AI
- Self-aware AI
Reactive Machine AI
This type of AI includes machines that operate solely based on the current data, taking into consideration only the present situation. Reactive AI machines cannot form inferences from the data so as to evaluate their future actions. They can actually perform a narrowed range of tasks that are pre-defined.
For instance a Reactive AI is the famous IBM Chess program that beat Garry Kasparov, the world champion.
Limited Memory AI
Just like the name suggests Limited Memory AI, can make informed as well as improved decisions by studying the past data from its memory. Such an AI incorporates a short-lived or a temporary memory which will be used to store past experiences and hence evaluate future actions.
Self-driving cars are Limited Memory AI, that uses the data collected in the recent past in order to make immediate decisions. For example, self-driving cars use sensors to identify civilians crossing the road, steep roads, traffic signals and so on to make better driving decisions. This helps to prevent any future accidents.
Theory Of Mind AI
The Theory Of Mind AI is actually a more advanced sort of AI. This category of machines is speculated to play a significant role in psychology. This type of AI will focus mainly on emotional intelligence so that human believes and thoughts can actually be better comprehended.
Furthermore, the Theory of Mind AI has not yet been completely developed, however rigorous research is happening in this area.
Self-Aware AI
Let’s just hope that we don’t reach the state of AI, where machines become self aware as they have their own consciousness. This type of AI is actually a little far fetched given the present circumstances. However, in the future, achieving a stage of superintelligence could be possible.
Geniuses like Stephen Hawkings and Elon Musk consistently already warned us about the evolution of AI. Let me know your thoughts on this in the comment section.
AI is a very enormous field that covers several domains such as Machine Learning, Deep Learning and so on.
Branches Of Artifical Intelligence
Artificial Intelligence are often used to solve real-world problems by implementing the given below processes/ techniques:
- Machine Learning
- Deep Learning
- Natural Language Processing
- Robotics
- Expert Systems
- Fuzzy Logic
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