6.034 Artificial Intelligence - Recitations, fall 2004 online slides on games
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Game Playing
Game Playing
Why Study Game Playing?
Zero-Sum Games
Search Applied to Adversarial Games
Using Search
Game Trees
Minimax Algorithm
Examples
Minimax Properties
Static Board Evaluator (Evaluation Function)
Comparison
Example
Example
Alpha-Beta Pruning
Example
Example
Bad and Good Cases For Alpha-Beta Pruning
Alpha Beta Properties
Problems With a Fixed Ply: The Horizon Effect
Solutions
Variations on 2-Player Games
Nondeterministic Games
Nondeterministic Games
Nondeterministic Game Algorithm
Status of AI Game Players
Examples