Unit 3: Solving Problems by Searching & Uninformed Search Algorithm
Unit-3: Solving Problems by Searching & Uninformed Search Algorithms Solving Problems by Searching: Problem Solving Agents: Well-Defined Problems and Solutions, Formulating problems, Example Problems: Toys Problems, Real-World Problems, Searching for Solutions, Uninformed Search Algorithms: BFS, Uniform-Cost Search, DFS, Depth Limited Search, Iterative Deepening, and Bidirectional Search. Solving Problems by Searching: In AI, Searching is the basic technique used for solving problems. Whenever an agent (robot, software, etc.) doesn't know what to do immediately, it can search through possible actions and their outcomes to find a solution path . Search = exploring possible actions until the goal is reached. Problem Solving Agents: A Problem-Solving Agent is a type of intelligent agent designed to find sequences of actions that lead to desirable outcomes (i.e., solving a problem). It operates by: Formulatin...