A simple pygame dino game which can also be trained and played by a NEAT KI

Kilian Kier

Last update: Dec 5, 2022

Related tags

Deep Learning game python ai neat python3 pygame game-ai dino neat-python simple-ai dinosaur-game dino-game pygame-games neat-algorithm

Overview

Dino Game AI

Game

The game itself was developed with the Pygame module

pip install pygame

You can also play it yourself by making the dino jump with the space bar.

AI

The AI was programmed using the neat module.

pip install neat-python

The neural network has two inputs, the y-coordinate of the dino and the x-coordinate of the next cactus, and one output, whether the dinosaur should jump or not.

Settings of the AI can be changed in the configuration file, e.g. how many dinos are trained per generation.

With how many generations the AI trains can be changed in the start menu by entering the desired number.

ai-example.pkl is a neural network that was trained with 100 generations. Rename it to ai.pkl so that the AI can play with it again

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Comments

Added requirements.txt file with actual version of each dependency

I added the file letting other users be able to automatically install all the requirements of your project by simply executing this command:

pip install -r requirements.txt

The versions I fixed are the last version of each dependency, feel free to change them to the ones you use to develop the project if you want.

opened by Grimmys 0

Owner

Kilian Kier

GitHub

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A simple pygame dino game which can also be trained and played by a NEAT KI

Related tags

Overview

Dino Game AI

Game

AI

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Comments

Added requirements.txt file with actual version of each dependency

Owner

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