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Note for Artificial Intelligence - AI by suruchi bhatnagar

  • Artificial Intelligence - AI
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Books • Text Books 1. Elaine Rich and Kevin Knight: Artificial Intelligence- Tata McGraw Hill. 2. Dan W. Patterson, Introduction to Artificial Intelligence and Expert Systems- Prentice Hall of India. • Reference Books 1. Nils J. Nilsson: Principles of Artificial Intelligence- Narosa Publishing house. 2. Artificial Intelligence : A Modern Approach, Stuart Rusell, Peter Norvig, Pearson Education, 2nd Edition 3. Artificial Intelligence, Winston, Patrick, Henry, Pearson Education 4. Artificial Intelligence and Expert System, Gopal Krishna , Janakiraman 2

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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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