Artificial Intelligence - Connect 4 Game

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Presentation Description

Covers some heuristic info regarding the connect-4 game from a software developer's point of view. 4 different heuristics have been discussed,

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Presentation Transcript

Slide 1: 

Presented By: Muhammad Yasir Connect Four Game – A Heuristic Model

In This Presentation… : 

In This Presentation… The Connect-4 Game An Introduction How to Play in Real World Some Heuristic Identification Finding Path Using Heuristics Q/A

The actual game : 

The actual game

The actual game : 

The actual game

The actual game : 

The actual game Blue Wins!

Slide 6: 

heuristics

Four different Heuristics : 

Four different Heuristics Number of winning lines How many pieces in a row will I get if I move here? Do I block a good path for the enemy if I move here? Does the space above give the opponent an advantage?

Heuristic 1 : 

Heuristic 1 Number of Winning Lines The more – The better

Heuristic 1 : 

Heuristic 1 (3) (3)

Heuristic 1 : 

Heuristic 1 (3) (3) (4) (4)

Heuristic 1 : 

Heuristic 1 (3) (3) (4) (4) (5) (5)

Heuristic 1 : 

Heuristic 1 (3) (3) (4) (4) (5) (5) (7)

Heuristic 2 : 

Heuristic 2 How many pieces in a row will I get if I move here? The more – The better

Heuristic 2 : 

Heuristic 2

Heuristic 3 : 

Heuristic 3 Do I block a good path for the enemy if I move here? Yes – The better

Heuristic 3 : 

Heuristic 3

Heuristic 4 : 

Heuristic 4 Does the space above give the opponent an advantage? No – The better

Heuristic 4 : 

Heuristic 4

Finding path in tree using heuristics : 

Finding path in tree using heuristics

Finding path in tree using heuristics : 

Finding path in tree using heuristics

Enemy move : 

Enemy move

Finding path (tree level 2) : 

Finding path (tree level 2)

Finding path (tree level 2) : 

Finding path (tree level 2)

Slide 24: 

q/a

Slide 25: 

thanks!