Artificial Intelligence is the latest buzz in today’s IT world. Here, we have brought the beginner’s guide for Artificial Intelligence and through this; you can get a complete idea of Artificial Intelligence and its applications. A number of latest technical equipment and devices are using Artificial Intelligence as their backend operative software. Artificial Intelligence is known as the future of the computer world and is the intelligence that is exhibited by the machines. Here, in this guide, we are going to introduce the Artificial Intelligence concept to the learners, from beginners to advanced level.
Here, through this article, we will introduce the topic to the beginners and for this, you are expected to know the basics of the computer world and the way in which it has been evolved. The article will discuss the quick introduction to Artificial Intelligence, goals, applications of Artificial Intelligence, types of Artificial Intelligence, and other Artificial Intelligence components like Artificial Intelligence agents, bots, and other ones. So, let's start learning Artificial Intelligence together.
The time when the computers were evolved they could perform only a few of the tasks, but gradually the scientists have tried to increase their capability and day by day it is growing exponentially.
McCarthy, who is known as the father of Artificial Intelligence said that Artificial Intelligence is the science and engineering of making intelligent computer programs and machines. Through AI, scientists are trying to make a computer-controlled robot or are the process to make software think intelligently. Scientists try to make the computer think just like humans.
AI is the technology that is all about thinking the way in which the human brain works and the way in which computer learn, work and decide while trying to solve the problem. The study outcomes are then used to develop intelligent system software. So, in brief, we can say that:
The goals of Artificial Intelligence or Artificial Intelligence is to create an Expert System (A system that can learn, demonstrate, advice and explain the human behavior perfectly) and to implement human intelligence in machines (A system that can learn and behave like humans).
AI or Artificial Intelligence has a number of applications where we are going to enlist some of them:
Artificial Intelligence takes the help of Intelligent agents that help in taking the decision smartly. Agents are used to perceiving the environment with the help of sensors and act on that environment with the help of effectors. Human agents have human organs like hands, legs, eyes and other body parts. A robotic agent has infrared finder range, cameras and other sensors along with motors that work as effectors. While a software agent is encoded with bit strings and is used to percept actions.
Intelligent agents of Artificial Intelligence are also known as rational agents and are used to do the right things. They can transform perception to the actions rationally. Calculators are also agents but are not intelligent as they cannot take the decision and perform only hardcore calculations. Two components that are used by the agents to take any action are Agent architecture and Programs. Agent architecture is its hardware infrastructure like videos, sensors, camera, machines or computers, while the program is just a software program that can control the software architecture to initiate agent. Agent’s performance can be judged and measured by its efficiency and correctness. The decision of the agents must be close to human expectation.
Let's take the example of a car driver case. Here, in this example, there are many components involved in the complete process. The agent type will be a car driver, while its percept can be GPS, Cameras, Microphone, and Speedometer. The actions can be steering control, accelerate, brake or passenger talking. The goals of the system are to provide safe, comfortable and legal advice to the user. Here the environment will be on roads, traffic and pedestrian roads.
AI is a broad concept, depending on the Artificial Intelligence capabilities it can be divided into the following categories:
When the nearest object actions are clearly visible then simple reflex agents are used to providing the corresponding response. Here, is the car driver example, the role of the simple reflex agent will be at the time when car driver will apply the brake and the initialization must be performed by the agents.
Here, the reflex agents respond quickly when the perception is met. Here, the agents must be aware of the action sequence that is being followed to take any action. Here, in the car driving example, the route to the destination must be known to the car driver.
In these agents, the performance measures are specified by the user as per them the ‘happiness’ factor is maximized. The degree of comfort, cost, safety, and comfort is also associated with the specific goals and achievements.
The environment of Artificial Intelligence components describes the actions and help the agents to take the corresponding and appropriate decision as and when required. Below-listed environment properties help the agents to perform any task:
If the next environmental state can be determined, then it is called a deterministic environment. The next state is determined with the help of current state and is accessible to the agents easily. In case if the next state cannot be determined that it is known as the nondeterministic state.
If the complete environmental state becomes accessible, the environment is said or known as accessible agent environment. Here, agents need not track the complete environment status and the complete state is accessible can be maintained as well. In case of the inaccessible environment, the states are not clear and cannot be accessed as well. Apart from these, the environment types can be static, dynamic, discrete, continuous, episodic and non-episodic.
In AI, there are a number of factors involved to take the decision. These decisions are part of the system. The agents play a crucial role in taking decision-based on the situation and perception is also a crucial factor. Based on the perception. the appropriate action is being taken.
Moreover, in Artificial Intelligence or artificial intelligence, hardware, and software both components are to be used by the user in making these decisions. The complete system is responsible for the decision can help the user and machine to perform the action. For more details on AI, you should join the Artificial Intelligence Certification Program at JanBask Training right away and get your dream job across top industries worldwide.
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