mirror of
https://github.com/quatalog/site.git
synced 2024-09-08 19:26:40 +00:00
370 lines
14 KiB
HTML
370 lines
14 KiB
HTML
|
<!DOCTYPE html>
|
||
|
<html>
|
||
|
<head>
|
||
|
<title>
|
||
|
COGS-6230: Human & Machine Learning
|
||
|
</title>
|
||
|
<meta property="og:title" content="COGS-6230: Human & Machine Learning">
|
||
|
<meta property="og:description" content="This seminar explores the growing convergence between computational theories of human and machine learning. The course will focus on major theoretical frameworks including deep learning, Bayesian inference, information theory, and reinforcement learning, utilizing journal articles from both machine learning and cognitive science literatures. These topics will be critically evaluated from the perspective of how computational theories can be instantiated in cognitive systems. Both successes, and limitations, of current computational theories will be considered.">
|
||
|
<link rel="stylesheet" href="../css/common.css">
|
||
|
<link rel="stylesheet" href="../css/coursedisplay.css">
|
||
|
<link rel="stylesheet" href="../css/themes.css">
|
||
|
<link rel="shortcut icon" href="../favicon/quatalogIcon.png">
|
||
|
<link rel="icon" href="../favicon/favicon.ico">
|
||
|
<link rel="apple-touch-icon" sizes="180x180" href="../favicon/apple-touch-icon.png">
|
||
|
<link rel="icon" type="image/png" sizes="32x32" href="../favicon/favicon-32x32.png">
|
||
|
<link rel="icon" type="image/png" sizes="16x16" href="../favicon/favicon-16x16.png">
|
||
|
<link rel="manifest" href="../favicon/site.webmanifest">
|
||
|
<script src="../js/fuse.js"></script>
|
||
|
<script src="../js/search_helper.js"></script>
|
||
|
</head>
|
||
|
<body class="search_plugin_added">
|
||
|
<div id="qlog-header">
|
||
|
<a id="qlog-wordmark" href="../"><svg><use href="../images/quatalogHWordmark.svg#QuatalogHWordmark"></use></svg></a>
|
||
|
<form onsubmit="search_helper(event)">
|
||
|
<input type="text" id="search" class="header-search" placeholder="Search...">
|
||
|
</form>
|
||
|
</div>
|
||
|
<div id="cd-flex">
|
||
|
<div id="course-info-container">
|
||
|
<h1 id="name">
|
||
|
Human & Machine Learning
|
||
|
</h1>
|
||
|
<h2 id="code">
|
||
|
COGS-6230
|
||
|
</h2>
|
||
|
<p>
|
||
|
This seminar explores the growing convergence between computational theories of human and machine learning. The course will focus on major theoretical frameworks including deep learning, Bayesian inference, information theory, and reinforcement learning, utilizing journal articles from both machine learning and cognitive science literatures. These topics will be critically evaluated from the perspective of how computational theories can be instantiated in cognitive systems. Both successes, and limitations, of current computational theories will be considered.
|
||
|
</p>
|
||
|
<div id="cattrs-container">
|
||
|
<span id="credits-pill" class="attr-pill">
|
||
|
? credits
|
||
|
</span>
|
||
|
</div>
|
||
|
<div id="prereq-container" class="rel-info-container">
|
||
|
<div id="prereq-title" class="rel-info-title">
|
||
|
Prereqs:
|
||
|
</div>
|
||
|
<div id="prereq-classes" class="rel-info-courses">
|
||
|
<span class="none-rect">
|
||
|
none
|
||
|
</span>
|
||
|
</div>
|
||
|
</div>
|
||
|
</div>
|
||
|
<div id="past-container">
|
||
|
<h1 id="past-title">
|
||
|
Past Term Data
|
||
|
</h2>
|
||
|
<input type="radio" id="simple-view-input" name="view-select" value="simple" checked="checked">
|
||
|
<input type="radio" id="detail-view-input" name="view-select" value="detailed">
|
||
|
<div id="opt-container">
|
||
|
<div id="key-panel">
|
||
|
<div id="yes-code" class="key-code">
|
||
|
<span class="code-icon" id="yes-code-icon">
|
||
|
<svg><use href="../icons.svg#circle-check"></use></svg>
|
||
|
</span>
|
||
|
Offered
|
||
|
</div>
|
||
|
<div id="no-code" class="key-code">
|
||
|
<span class="code-icon" id="no-code-icon">
|
||
|
<svg><use href="../icons.svg#circle-no"></use></svg>
|
||
|
</span>
|
||
|
Not Offered
|
||
|
</div>
|
||
|
<div id="diff-code" class="key-code">
|
||
|
<span class="code-icon" id="diff-code-icon">
|
||
|
<svg><use href="../icons.svg#circle-question"></use></svg>
|
||
|
</span>
|
||
|
Offered as Cross-Listing Only
|
||
|
</div>
|
||
|
<div id="nil-code" class="key-code">
|
||
|
<span class="code-icon" id="nil-code-icon">
|
||
|
<svg><use href="../icons.svg#circle-empty"></use></svg>
|
||
|
</span>
|
||
|
No Term Data
|
||
|
</div>
|
||
|
</div>
|
||
|
<div id="control-panel">
|
||
|
<label for="simple-view-input" id="simple-view-label" class="view-option-label">
|
||
|
<span class="view-icon" id="simple-view-icon">
|
||
|
<span class="view-icon-selected"><svg><use href="../icons.svg#circle-dot"></use></svg></span>
|
||
|
<span class="view-icon-unselected"><svg><use href="../icons.svg#circle-empty"></use></svg></span>
|
||
|
</span>
|
||
|
Simple View
|
||
|
</label>
|
||
|
<label for="detail-view-input" id="detail-view-label" class="view-option-label">
|
||
|
<span class="view-icon" id="detail-view-icon">
|
||
|
<span class="view-icon-selected"><svg><use href="../icons.svg#circle-dot"></use></svg></span>
|
||
|
<span class="view-icon-unselected"><svg><use href="../icons.svg#circle-empty"></use></svg></span>
|
||
|
</span>
|
||
|
Detailed View
|
||
|
</label>
|
||
|
</div>
|
||
|
</div>
|
||
|
<table id="years-table">
|
||
|
<thead>
|
||
|
<tr>
|
||
|
<th></th>
|
||
|
<th class="spring season-label">Spring</th>
|
||
|
<th class="summer season-label" colspan="2">Summer</th>
|
||
|
<th class="fall season-label">Fall</th>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th colspan="2"></th>
|
||
|
<th class="summer2 midsum-label">(Session 1)</th>
|
||
|
<th class="summer3 midsum-label">(Session 2)</th>
|
||
|
<th></th>
|
||
|
</tr>
|
||
|
</thead>
|
||
|
<tbody>
|
||
|
<tr>
|
||
|
<th class="year">2024</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2023</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2022</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2021</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2020</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2019</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2018</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2017</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2016</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2015</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2014</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2013</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2012</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2011</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2010</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2009</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2008</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2007</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2006</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2005</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2004</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2003</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2002</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2001</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">2000</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">1999</th>
|
||
|
<td class="term spring not-offered">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
<tr>
|
||
|
<th class="year">1998</th>
|
||
|
<td class="term spring unscheduled">
|
||
|
</td>
|
||
|
<td colspan="2" class="term summer not-offered">
|
||
|
</td>
|
||
|
<td class="term fall not-offered">
|
||
|
</td>
|
||
|
</tr>
|
||
|
</tbody>
|
||
|
</table>
|
||
|
</div>
|
||
|
</div>
|
||
|
</body>
|
||
|
</html>
|