sushantpatrikar/flappybirdai

Flappy Bird game, but AI plays it :robot:

flappybirdAI

Flappy Bird game, but AI plays it

---

How it works

There are 8 inputs to neural network

1. horizontal distance from the start of pipe

2. horizontal distance from the end of pipe

3. vertical distance from the upper pipe

4. vertical distance from the lower pipe

5. y position of bird

6. y velocity of bird

7. vertical distance from sky

8. vertical distance from ground

For detailed explanation, you can visit my website.

Future Scope

Right now, the algorithm used is NEAT. Some other Reinforcement Learning algorithm, such as Deep Q-Learning can be applied to it. If you have any other ideas, Pull Requests are welcomed!

flappybirdai's Issues

Commenting & cleaning up code

I'm thinking of commenting the code (most functions lack basic comments) and clean the existing code. Might think of some new feature to add in the meantime

Fix 'Redefining built-in 'sum'' issue in ga.py

CodeFactor found an issue: Redefining built-in 'sum'

It's currently on:
ga.py:22
Commit ff197a8