shalabhsingh/a3c_keras_flappybird

Use Asynchronous advantage actor-critic algorithm (A3C) to play Flappy Bird using Keras

A3C_Keras_FlappyBird

For more information about the project details, see this blog post associated with this project.

Installation Dependencies

• Python 3.5
• Keras 2.0
• pygame
• scikit-image

How to Run?

Clone the repository or download it. To test the pretrained model, run the "test.py" file. To retrain the model from scratch, run the "train_network.py" file and the trained models at different stages will be saved in "saved_models" folder.

Disclaimer

This work is based on the following repos and blogs-

1. https://github.com/yenchenlin/DeepLearningFlappyBird
2. https://github.com/jaara/AI-blog
3. http://karpathy.github.io/2016/05/31/rl/

a3c_keras_flappybird's Issues

some issue about this flappy bird

Excuse me?
I have some problem about this project . My OS is the Ubuntu 16.04 ,but I find an error that called

  File "game/flappy_bird_utils.py", line 43, in load
 SOUNDS['die']    = pygame.mixer.Sound('assets/audio/die' + soundExt)
 pygame.error: Unable to open file 'assets/audio/die.ogg'

I am  sure that is not the path problem( I checked), so Can you tell me your environments about os and something?