Flappybird Nueralnetwork
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Drl Flappybird | 536 | 2 years ago | 5 | Python | ||||||
| Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow) | ||||||||||
| Reinforcement Learning Algorithms | 407 | 2 years ago | 4 | Python | ||||||
| This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress) | ||||||||||
| Flappy Bird Deep Q Learning Pytorch | 407 | 2 years ago | 4 | mit | Python | |||||
| Deep Q-learning for playing flappy bird game | ||||||||||
| Deeplearningforfun | 335 | 7 months ago | mit | Scala | ||||||
| Implementation of some interesting ideas of deeplearning. | ||||||||||
| Flappybirdlearning | 44 | 7 years ago | JavaScript | |||||||
| Use deep learning to auto play flappy bird | ||||||||||
| Flappybird Es | 31 | 6 years ago | 1 | Python | ||||||
| An AI agent Learning to play Flappy Bird using Evolution Strategies and deep learning models. | ||||||||||
| Playing Custom Games Using Deep Learning | 22 | 4 years ago | Python | |||||||
| Implementation of Google's paper on playing atari games using deep learning in python. | ||||||||||
| Neuroevolution Flappy Bird | 15 | 5 years ago | mit | Jupyter Notebook | ||||||
| A comparison between humans, neuroevolution and multilayer perceptrons playing Flapy Bird implemented in Python | ||||||||||
| Deep Q Learning Flappy Bird | 6 | 7 years ago | mit | JavaScript | ||||||
| Flappybird Nueralnetwork | 4 | 6 years ago | Python | |||||||
| Using Deep Q Network to play Flappy Bird | ||||||||||
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Readme
FlappyBird-NueralNetwork
Using Deep Q Network to play Flappy Bird. Deep Q Algorithm based on model developed by Ben Lau and Yen Chen Ling
Dependencies
- Pygame
- TensorFlow
- Numpy
- OpenCV3
- Modified Version of Flappy Bird (sourabhv/FlapPyBird)
Instructions
Aftering installing all dependencies for Python3, run using
python QFlappyBird.py. Finished model should be loaded.
References
TensorFlow Tutorial https://www.tensorflow.org/tutorials/mnist/pros/
Ben Lau's blog yenchenlin/DeepLearningFlappyBird
YenChenLin https://yanpanlau.github.io/2016/07/10/FlappyBird-Keras.html
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