Advanced Game Playing
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01. A Problem
02. Iterative Deepening
03. Understanding Exponential Time
04. Exponential b=3
05. Varying the Branching Factor
06. Horizon Effect
07. Horizon Effect (Contd.)
08. Good Evaluation Functions
09. Evaluating Evaluation Functions
10. Alpha-Beta Pruning
11. Minimax Quiz
12. Alpha-Beta Pruning Quiz 1
13. Alpha-Beta Pruning Quiz 2
14. Thad’s Asides
15. Searching Complex Games Reading
16. Lesson Plan: Week 4
17. Solving 5x5 Isolation
18. 3-Player Games
19. 3-Player Games Quiz
20. 3-Player Alpha-Beta Pruning
21. Multi-player Alpha-Beta Pruning Reading
22. Probabilistic Games
23. Sloppy Isolation
24. Sloppy Isolation Expectimax
25. Expectimax Alpha-Beta Pruning
26. Probabilistic Alpha-Beta Pruning
27. Improving Minimax
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14. Thad’s Asides
Thad’s Asides
INSTRUCTOR NOTE:
Thad's Asides
: AI = Clever Solutions to Exponential Problems
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