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COS302 AI Search Algorithms

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Vinay Salodkar
Vinay Salodkar
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Search Introduction to Artificial Intelligence COS302 Michael L. Littman Fall 2001
Administration ,[object Object],[object Object],[object Object],[object Object],[object Object]
What’s AI? (to me) ,[object Object],apply formulate solve
Search Problems ,[object Object],[object Object],[object Object],[object Object],[object Object]
Search Answer ,[object Object],[object Object],[object Object],[object Object]
Examples ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Rush Hour ,[object Object]
Search Version ,[object Object],[object Object],[object Object],[object Object],[object Object]
8-puzzle ,[object Object],[object Object],[object Object],[object Object],6 4 2 7 8 1 3 5 6 4 2 7 8 1 3 5 6 4 2 7 8 1 3 5 6 2 7 8 1 3 5 6 4 2 7 8 1 3 1 2 3 5 6 8 7
Logistics ,[object Object],[object Object]
8 Queens Puzzle ,[object Object],[object Object],[object Object],[object Object]
Logic Puzzles ,[object Object],[object Object]
Job-Shop Scheduling ,[object Object],[object Object],[object Object]
Search Template ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Data Structures ,[object Object],[object Object],[object Object]
Vary Cost ,[object Object],[object Object],[object Object]
Grid Example: BFS s 0 G s 0 G s 0 G s 0 G s 0 G s 0 G
Grid Example: DFS s 0 G s 0 G s 0 G s 0 G s 0 G s 0 G s 0 G s 0 G s 0 G s 0 G s 0 G
How Evaluate? ,[object Object],[object Object],[object Object],[object Object],[object Object]
Depth vs. Breadth-first ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
BFS ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
DFS ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Depth-limited Search ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Iterative Deepening ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Bidirectional Search ,[object Object],[object Object],[object Object],[object Object],[object Object]
Which do you choose? ,[object Object]
Which do you choose? ,[object Object]
What to Learn ,[object Object],[object Object],[object Object]
Homework 1 (due 9/26) ,[object Object],[object Object],[object Object]

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COS302 AI Search Algorithms

  • 1. Search Introduction to Artificial Intelligence COS302 Michael L. Littman Fall 2001
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