Overview / Usage

The algorithm used in the project outperforms standard reinforcement learning methods in many benchmark tasks. Hence, creating new paradigm in the field of deep learning.

Methodology / Approach

First, I imported and installed all required Python dependencies(Pygame, neat-Python) in Atom. Then, I used object oriented approach which made my code concise. Secondly, I imported NEAT config file to my working directory and integrated it with Python code to train neural network. In the mean time, I had to set the terminal velocity and other threshold value for realistic experience.

Technologies Used

1. Intel core i7 8th gen

2. Intel optane

3. Python

4. Neural Network(NEAT Algorithm)

5. Git

6. Pygame

7. Atom

Repository

https://github.com/rgrupesh/Flappy-Bird-NN

Other links

• blog