Unit 1: AI Foundations and Search Strategies

Unit 1 Overview

Duration: 10 Lecture Hours

Topics

TopicDescription
1.1 Introduction to AIDefinitions, Foundations, Subareas of AI
1.2 Uninformed SearchBFS, DFS, Uniform-Cost Search
1.3 Informed SearchHeuristics, Greedy Best-First, A* Search

Learning Outcomes

  • Define AI and explain its foundations and subareas
  • Implement BFS, DFS and Uniform-Cost search
  • Apply A* search using heuristic functions
  • Compare search algorithms for problem solving

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