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neuroevolve.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta http-equiv="X-UA-Compatible" content="ie=edge">
<title>Neuroevolution</title>
<script src="lib/js/jquery-3.3.1.min.js"></script>
<script src="lib/js/popper.min.js"></script>
<script src="lib/js/bootstrap.min.js"></script>
<script src="lib/js/p5.min.js"></script>
<script src="lib/js/p5.dom.min.js"></script>
<link rel="stylesheet" href="lib/css/bootstrap.min.css">
<script src = "scripts/ne/lib/miniANN/matrix.js" type="text/javascript"></script>
<script src = "scripts/ne/lib/miniANN/mini-ann.js?v=1.1" type="text/javascript"></script>
<script src = "scripts/ne/src/gen.js?v=1.1" type="text/javascript"></script>
<script src = "scripts/ne/src/world.js" type="text/javascript"></script>
<script src = "scripts/ne/src/ball.js?v=1.1" type="text/javascript"></script>
<script src = "scripts/ne/src/barGroup.js" type="text/javascript"></script>
<script src = "scripts/ne/src/game.js?v=1.1" type="text/javascript"></script>
<link rel="stylesheet" type="text/css" href="styles/customStyle.css">
</head>
<body>
<nav class="navbar navbar-dark bg-dark">
<a class="navbar-brand" href="index.html"><span class="web-title">theVisualisationsBlog</span></a>
<button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarTogglerDemo02" aria-controls="navbarTogglerDemo02" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarTogglerDemo02">
<ul class="navbar-nav mr-auto mt-2 mt-lg-0">
<li class="nav-item">
<a class="nav-link" href="index.html">Home</span></a>
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<a class="nav-link" href="astar.html">A* search</a>
</li>
<li class="nav-item">
<a class="nav-link" href="neuroevolve.html">Neuroevolution</a>
</li>
</ul>
</div>
</nav>
<div class="container">
<h2>Neuroevolution</h2>
<ul>
<li>Genetic algorithm on ANN (Artificial neural networks) </li>
<li>Algorithm :
<ol>
<li>Population of ANN is generated</li>
<li>After end of their performance, their fitness is calculated</li>
<li>Natural selection occurs based on fitness score probabilistically</li>
<li>Selected ones go through crossover to generate new offspring</li>
<li>Offspring is mutated</li>
<li>After multiple crossover, a new generation is created..we are back to step 1</li>
</ol>
</li>
</ul>
<hr>
<p>
Go try <a target="_blank" href="https://savvysiddharth.github.io/escape-jump/">escape-jump</a> game now (<a target="_blank" href="https://github.com/savvysiddharth/escape-jump/blob/master/README.md">controls for game</a>), and then see this neuroevolution algorithm learn to play this game.
</p>
<br>
<div class="row">
<div class="col-sm-8"><div id="nesketch"></div></div>
<div class="col-sm-4">
<div class="row">
<button onclick="location.reload()" class="btn btn-info" style="margin:auto">restart</button>
</div>
<br>
<div class="row">
<div style="margin:auto">
<button onclick="spdec()" class="btn btn-info">speed -</button>
<button onclick="spinc()" class="btn btn-info" >speed +</button>
</div>
</div>
<br>
<div class="row">
<div style="margin:auto">
<button onclick="ANIMATION_SPEED = 1;" class="btn btn-info">reset speed</button>
</div>
</div>
<br>
</div>
</div>
<hr>
<a href="index.html"><button class="btn btn-info">Go back to home</button></a>
</div>
</body>
<script>
function spdec() {
if(ANIMATION_SPEED >1) {
ANIMATION_SPEED--;
}
}
function spinc() {
ANIMATION_SPEED++;
}
</script>
</html>