flappybirdAI

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Flappy Bird game, but AI plays it :robot:

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<p align="center">
  <a href="" rel="noopener">
 <img height=150px src="./img/flappybird.jpg" alt="FlappyBird-logo"></a>
</p>
<h1 align="center">flappybirdAI</h1>

<h4 align="center">Flappy Bird game, but AI plays it</h4>

<hr>

<p align="center">
<img src = "./img/fb.gif" height=400 width=600>
</p>
<h2> How it works</h2>
<p>There are 8 inputs to neural network</p>
<img src="./img/fbex.jpg" align="right">
<ol>
					<li><h5>horizontal distance from the start of pipe</h5></li>
					<li><h5>horizontal distance from the end of pipe</h5></li>
					<li><h5>vertical distance from the upper pipe</h5></li>
					<li><h5>vertical distance from the lower pipe</h5></li>
					<li><h5>y position of bird</h5></li>
					<li><h5>y velocity of bird</h5></li>
					<li><h5>vertical distance from sky</h5></li>
					<li><h5>vertical distance from ground</h5></li>
				</ol>
<p>For detailed explanation, you can visit my <a href="https://sushantpatrikar.github.io/flappybirdAI.html"> website</a>.</p>
<h2>Future Scope</h2>
<p>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!</p>

flappybirdAI

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