'Min node' presentation slideshows

Min-Max Trees

768 views • 74 slides

Game playing

723 views • 72 slides

Two-player games overview

Two-player games overview. Computer programs which play 2-player games game-playing as search with the complication of an opponent General principles of game-playing and search evaluation functions minimax principle alpha-beta-pruning heuristic techniques. Status of Game-Playing Systems

636 views • 62 slides

Minimax with Alpha Beta Pruning

Minimax with Alpha Beta Pruning. The minimax algorithm is a way of finding an optimal move in a two player game. Alpha-beta pruning is a way of finding the optimal minimax solution while avoiding searching subtrees of moves which won't be selected.

2.3k views • 48 slides

Course: Engineering Artificial Intelligence

620 views • 46 slides

Game Playing: Adversarial Search

1.92k views • 36 slides

Adversarial Search: Game Playing

Adversarial Search: Game Playing. Reading: Chapter 6.5-6.8 next time. Computers better than humans. Computers have won against human grandmasters. Humans still ahead. Computer Checkers Program is Invincible. http://www.nytimes.com/2007/07/19/science/19cnd-checkers.html. Difficulty.

489 views • 34 slides

Adversarial Search: Game Playing

Adversarial Search: Game Playing Reading: Chapter 6.5-6.8 Games and AI Easy to represent, abstract, precise rules One of the first tasks undertaken by AI (since 1950) Better than humans in Othello and checkers, defeated human champions in chess and backgammon, competitive in many other games

701 views • 30 slides

Chapter 12 Adversarial Search

398 views • 28 slides

Artificial Intelligence Chapter 12 Adversarial Search

293 views • 28 slides

650 views • 17 slides

Min-Max Trees

264 views • 17 slides

Adversarial Search

Adversarial Search. In this lecture, we introduce a new search scenario: game playing two players, zero-sum game, (win-lose, lose-win, draw) perfect accessibility to game information (unlike bridge) 4. Deterministic rule (no dice used, unlike Back-gammon).

363 views • 10 slides