Difference between Intelligence and Artificial Intelligence Intelligence Artificial Intelligence It is a natural process or quality given to human beings. It is programmed using human intelligence. It is an actual hereditary. It is not hereditary but a copy of human intelligence. A human brain does not require any electricity toContinue Reading
Hill Climbing Algorithm Hill climbing search is a local search problem. The purpose of the hill climbing search is to climb a hill and reach the topmost peak/point of that hill. It is based on the heuristic search technique where the person who is climbing up on the hill estimates the direction which will leadContinue Reading
The informed and uninformed search expands the nodes systematically in two ways: keeping different paths in the memory and selecting the best suitable path, Which leads to a solution state required to reach the goal node. But beyond these “classical search algorithms,” we have some “local search algorithms” where the path costContinue Reading
Heuristic Functions As we have already seen that an informed search make use of heuristic functions in order to reach the goal node in a more prominent way. Therefore, there are several pathways in a search tree to reach the goal node from the current node. The selection of aContinue Reading
An informed search is more efficient than an uninformed search because in informed search, along with the current state information, some additional information is also present, which make it easy to reach the goal state. Below we have discussed different types of informed search: Best-first Search (Greedy search) A best-firstContinue Reading
Breadth-first search (BFS) It is a simple search strategy where the root node is expanded first, then covering all other successors of the root node, further move to expand the next level nodes and the search continues until the goal node is not found. BFS expands the shallowest (i.e., not deep)Continue Reading
The reflex agents are known as the simplest agents because they directly map states into actions. Unfortunately, these agents fail to operate in an environment where the mapping is too large to store and learn. Goal-based agent, on the other hand, considers future actions and the desired outcomes. Here, we will discuss one typeContinue Reading
What is an Agent? An agent can be viewed as anything that perceives its environment through sensors and acts upon that environment through actuators. For example, human being perceives their surroundings through their sensory organs known as sensors and take actions using their hands, legs, etc., known as actuators. DiagrammaticContinue Reading
Introduction to Artificial Intelligence Applications Artificial Intelligence Application is a subject widely prevalent in the IT world for more than 4 decades and it was in the laboratory all through. In today’s digital world, abundant availability of Data generated from multiple sources (Big data) Compute and storage resources (on-premises and Cloud)Continue Reading
The main aim of Artificial Intelligence aim is to enable machines to perform a human-like function. Thus the primary way of classification of AI is based on how well it is able to replicate human-like actions. AI can, by and large, be classified based on two types, both of which are basedContinue Reading
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