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Artificial Intelligence Notes (Semester 6)

Structured notes for the Artificial Intelligence course, organized unit-wise and topic-wise.

File Index

Unit I: Introduction

01Introduction.md

02TuringTest.md

03TotalTuringTest.md

04IntelligentAgents.md

05AgentTypes.md

06EnvironmentProperties.md

07PAGEDescription.md

08PEASDescription.md

Unit II: Problem Solving and Search

09ProblemSolvingAgents.md

10SearchProblems.md

11AlgorithmPerformance.md

12SearchAlgorithms.md

13HeuristicFunctions.md

14AStarSearch.md

15MinimaxAlphaBeta.md

16ConstraintSatisfactionProblems.md

Unit III: Knowledge Representation and Prolog

17PropositionalLogic.md

18FirstOrderPredicateLogic.md

19CNFandUnification.md

20ResolutionPrinciple.md

21StructuredKR.md

22PrologBasics.md

23PrologSyntaxandMeaning.md

24PrologLists.md

25PrologAdvanced.md

Unit IV: Natural Language Processing

26FormalGrammarsandNLP.md

Unit V: Philosophy, Ethics, and Future of AI

27PhilosophyofAI.md

28EthicsandSafetyofAI.md

29FutureofAI.md

Primary References

Stuart Russell & Peter Norvig, Artificial Intelligence: A Modern Approach (4th Edition)

Dan W. Patterson, Introduction to Artificial Intelligence and Expert Systems (2nd Edition)

Ivan Bratko, Prolog Programming for Artificial Intelligence (3rd Edition)

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