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Note for Artificial Intelligence - AI by suruchi bhatnagar

  • Artificial Intelligence - AI
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Syllabus • Introduction to AI, • Problem Solving, State space search, • Blind search: ▪ Depth first search, ▪ Breadth first search, • Informed search: ▪ Heuristic function, ▪ Hill climbing search, ▪ Best first search, ▪ A* & AO* Search, ▪ Constraint satisfaction. • Game tree • Evaluation function, • Mini-Max search, • Alpha-beta pruning, • Games of chance. 3

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Introduction to AI 4

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What is AI ? • Artificial Intelligence is the science and engineering of making intelligent machines. • Artificial Intelligence is the study of how to make computers do things which, at the moment, people do better. • Artificial Intelligence is the branch of computer science that is concerned with the automation of intelligent behavior. • Artificial Intelligence is the study and design of intelligent agents, where an intelligent agent is a system that perceives its environment and takes actions that maximize its chance of success. 5

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What is AI ? • Artificial Intelligence is concerned with the design of intelligence in an artificial device. • The term was coined by McCarthy in 1956. • There are two ideas in the definition. – Intelligence – Artificial • The term artificial is easy to understand. But it’s very difficult to define intelligence. 6

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