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left: 50%;
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<meta property="og:title" content="Weight Agnostic Neural Networks" />
<meta property="og:type" content="article" />
<meta property="og:description" content="Networks that can already (sort of) perform tasks with random weights." />
<meta property="og:image" content="https://weightagnostic.github.io/assets/img/wann_card_rect_v2.png" />
<meta property="og:url" content="https://weightagnostic.github.io/" />
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title: "Weight Agnostic Neural Networks"
description: ""
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<body>
<div id="no_javasript_warning">
<h3>This page requires Javascript. Please enable it for <code>https://weightagnostic.github.io/</code></h3>
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<div style="text-align: center;">
<video class="b-lazy" data-src="assets/mp4/wann_cover.mp4" type="video/mp4" autoplay muted playsinline loop style="display: block; margin: auto; width: 100%;" ></video>
<table style="width: 100%;" cellspacing="0" cellpadding="0"><tr>
<td width="50%"><figcaption style="text-align: center;">A weight agnostic neural network performing <i>BipedalWalker-v2</i> task at various different weight parameters.</figcaption></td>
</tr></table>
</div>
<dt-article id="dtbody">
<dt-byline class="l-page transparent"></dt-byline>
<h1>Weight Agnostic Neural Networks</h1>
<p></p>
<dt-byline class="l-page" id="authors_section" hidden>
<div class="byline">
<div class="authors">
<div class="author">
<a class="name" href="https://scholar.google.com/citations?user=GGyARB8AAAAJ&hl=en">Adam Gaier</a>
<a class="affiliation" href="https://g.co/brain">Google Brain</a>
</div>
<div class="author">
<a class="name" href="http://blog.otoro.net/">David Ha</a>
<a class="affiliation" href="https://g.co/brain">Google Brain</a>
</div>
</div>
<div class="date">
<div class="month">June 12</div>
<div class="year">2019</div>
</div>
<div class="date">
<div class="month">Download</div>
<div class="year" style="color: #FF6C00;"><a href="https://arxiv.org/abs/1906.04358" target="_blank">PDF</a></div>
</div>
<div class="date">
<div class="month">NeurIPS 2019</div>
<div class="year" style="color: #FF6C00;"><a href="slides/wann_slides.pdf" target="_blank">Slides</a></div>
</div>
</div>
</dt-byline>
</dt-byline>