Basketball-AI

Description

This is the repository for a genetic algorithm controlled AI player in a basketball game. The goal of the project is to compare various generation algorithms, fitness functions, selection and mutation methods in genetic algorithms in a basketball game setting, and hopefully merge different approaches to achieve a faster learning curve that avoids local optimals more effectively.

The basketball game is built with Unity2D, and it incorporates a large proportion of basketball game rules into it to better simulate an environment for learning basketball.

@ Cliff Yang & Wayne Wang

Game Patch Notes

0.3.2

• Fixed a bug where the player will no longer be able to touch the ball.

0.3.1

• Fixed a bug that allows the player to ready a shot when the ball is not in hand.

0.3.0

• Playable version released

0.2.4

• Changed editor version to avoid animator controller freezing bug.
• Allowed the ball to change color back after scoring.

0.2.3

• Added player animations to the game.

0.2.2

• Shifted logic so that arm-ball collision is disbaled when holding ball.
• Fixed ball reset issues.
• Fixed a bug where the ball gets extra downwards velocity whne shooting.

0.2.1

• Added shooting of the ball towards the mouse direction.

0.2.0

• Allowed releasing of the ball.

0.1.1

• Added functionality of ball change color on score.
• Added material for arm to allow stronger hits.

0.1.0

• First version of game is published.