https://github.com/engichang1467/space-invader-keras-rl

Developed an AI program that plays Space Invaders
https://github.com/engichang1467/space-invader-keras-rl

convolutional-neural-networks gym keras keras-rl reinforcement-learning space-invaders tensorflow

Last synced: 20 days ago
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Developed an AI program that plays Space Invaders

• Host: GitHub
• URL: https://github.com/engichang1467/space-invader-keras-rl
• Owner: engichang1467
• Created: 2021-01-01T10:08:11.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2021-01-04T07:05:41.000Z (about 4 years ago)
• Last Synced: 2024-11-17T00:19:40.596Z (3 months ago)
• Topics: convolutional-neural-networks, gym, keras, keras-rl, reinforcement-learning, space-invaders, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 3.05 MB
• Stars: 1
• Watchers: 3
• Forks: 2
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Space Invader Keras RL

- Using Keras and Tensorflow to train an AI program to play Space Invader. 

- The simulation is provided by OpenAI's gym library.

- Applying Convolutional Neural Network and Reinforcement Learning to train the program.

## Demo

[Check out full Demo on YouTube](https://youtu.be/s5y04OGRI7w)

![](src/demo2.gif)

## Requirements

- Python 3.7

- Tensorflow

- Keras RL2

- Numpy

- Gym and Atari library