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<!DOCTYPE HTML>
<html lang="en"><head>
<!-- If you fork or copy this repo, please delete the two <script> tags below; otherwise my google analytics will track your page -->
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<!-- Global site tag (gtag.js) - Google Analytics -->
<script async src="https://www.googletagmanager.com/gtag/js?id=UA-168125787-1"></script>
<script>
window.dataLayer = window.dataLayer || [];
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<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>Seungchan Kim</title>
<meta name="author" content="Seungchan Kim">
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="stylesheet" type="text/css" href="stylesheet.css">
</head>
<body>
<table style="width:100%;max-width:800px;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr style="padding:0px">
<td style="padding:0px">
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
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<td style="padding:2.5%;width:63%;vertical-align:middle">
<p style="text-align:center">
<name>Seungchan Kim</name>
</p>
<p style="text-align:center">
<strong> email: </strong><em> [email protected] </em>
</p>
<p>
I am a second-year PhD student in the <a href="https://www.ri.cmu.edu/" target="_blank">Robotics Institute</a> at <a href="https://www.cmu.edu/" target="_blank">Carnegie Mellon University</a>, advised by <a href="https://www.ri.cmu.edu/ri-faculty/sebastian-scherer/" target="_blank">Sebastian Scherer</a>. My research interests are at the intersection of robotics, computer vision, and reinforcement learning.
</p>
<p>
Previously, I received B.S. in Applied Mathematics & Computer Science and M.S. in Computer Science from <a href="https://cs.brown.edu/" target="_blank">Brown University</a>. During my time at Brown, I worked with <a href="http://cs.brown.edu/people/gdk/" target="_blank">George Konidaris</a> and <a href="https://www.littmania.com/" target="_blank">Michael Littman</a>, focusing on research in deep reinforcement learning.
</p>
<p style="text-align:center">
<a href="https://seungchan-kim.github.io/CV_Kim.pdf" target="_blank">CV</a>  / 
<a href="https://github.com/seungchan-kim/" target="_blank">GitHub</a>  / 
<a href="https://scholar.google.com/citations?user=hcm1rYQAAAAJ&hl=en" target="_blank">Google Scholar</a>  / 
<a href="https://twitter.com/seungchankim25" target="_blank">Twitter</a>
</p>
</td>
<td style="padding:2.5%;width:40%;max-width:40%">
<a href=""><img style="width:80%;max-width:100%" width="150" height="235" alt="profile photo" src="images/profile2.png" class="hoverZoomLink"></a>
</td>
</tr>
</tbody></table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr>
<td style="padding:20px;width:100%;vertical-align:middle">
<heading>Publications</heading>
</td>
</tr>
</tbody></table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr>
<td style="padding:20px;width:25%;vertical-align:middle">
<img src="images/playroom.png" alt="" width="160" style="border-style: none">
</td>
<td width="75%" valign="middle">
<a href="https://psyarxiv.com/gq4rt/" id="" target="_blank">
<papertitle>Using Computational Analysis of Behavior to Discover Developmental Change in Memory-Guided Attention Mechanisms in Childhood</papertitle>
</a>
<br>
Dima Amso, Lakshmi Govindarajan, Pankaj Gupta, Diego Placido, Heidi Baumgartner, Andrew Lynn, Kelley Gunther, Tarun Sharma, Vijay Veerabadran, Kalpit Thakkar, <strong>Seungchan Kim</strong>, Thomas Serre
<br>
<em> PsyArXiv Preprint </em>
<br>
</td>
</tr>
<tr>
<td style="padding:20px;width:25%;vertical-align:middle">
<img src="images/multi-step.png" alt="" width="160" style="border-style: none">
</td>
<td width="75%" valign="middle">
<a href="https://arxiv.org/pdf/1905.13320.pdf" id="" target="_blank">
<papertitle>Combating the Compounding-Error Problem with a Multi-step Model</papertitle>
</a>
<br>
<a href="https://cs.brown.edu/people/kasadiat/" target="_blank">Kavosh Asadi</a>, <a href="https://dipendramisra.com/" target="_blank">Dipendra Misra</a>, <strong>Seungchan Kim</strong>, <a href="https://www.littmania.com/" target="_blank">Michael Littman</a>
<br>
<em> arXiv preprint. CoRR abs/1905.13320 [cs.LG] </em>
<br>
</td>
</tr>
<tr>
<td style="padding:20px;width:25%;vertical-align:middle">
<img src="images/seaquest.png" alt="" width="160" style="border-style: none">
</td>
<td width="75%" valign="middle">
<a href="https://www.ijcai.org/Proceedings/2019/0379.pdf" id="" target="_blank">
<papertitle>DeepMellow: Removing the Need for a Target Network in Deep Q-Learning</papertitle>
</a>
<br>
<strong>Seungchan Kim</strong>, <a href="https://cs.brown.edu/people/kasadiat/" target="_blank">Kavosh Asadi</a>, <a href="https://www.littmania.com/" target="_blank">Michael Littman</a>, <a href="http://cs.brown.edu/people/gdk/" target="_blank">George Konidaris</a>
<br>
<em> Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019)</em>
<br>
<em> The 4th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2019)</em>
<br>
<a href="">project page</a> /
<a href="https://github.com/seungchan-kim/DeepMellow" target="_blank">code</a>
</td>
</tr>
<tr>
<td style="padding:20px;width:25%;vertical-align:middle">
<img src="images/mellowmax.png" alt="" width="160" style="border-style: none">
</td>
<td width="75%" valign="middle">
<a href="http://www.ifaamas.org/Proceedings/aamas2019/pdfs/p2060.pdf" id="" target="_blank">
<papertitle>Removing the Target Network from Deep Q-Networks with the Mellowmax Operator</papertitle>
</a>
<br>
<strong>Seungchan Kim</strong>, <a href="https://cs.brown.edu/people/kasadiat/" target="_blank">Kavosh Asadi</a>, <a href="https://www.littmania.com/" target="_blank">Michael Littman</a>, <a href="http://cs.brown.edu/people/gdk/" target="_blank">George Konidaris</a>
<br>
<em> Proceedings of the 18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019)</em>
<br>
</td>
</tr>
</tbody></table>
<table width="100%" align="center" border="0" cellspacing="0" cellpadding="20"><tbody>
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<td>
<heading>Teaching</heading>
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</tbody></table>
<table width="100%" align="center" border="0" cellpadding="20"><tbody>
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<td style="padding:20px;width:25%;vertical-align:middle"><img src="images/cs1430.png" width="160"></td>
<td width="75%" valign="center">
<strong><a href="https://cs.brown.edu/courses/csci1430/2019_Spring/index.html" target="_blank">CSCI1430 Computer Vision</a></strong>, Brown University
<br>
Teaching Assistant, Spring 2019
<br>
<br>
<strong><a href="http://cs.brown.edu/courses/csci0040/" target="_blank">CSCI0040 Intro to Scientific Computing and Problem Solving</a></strong>, Brown University
<br>
Teaching Assistant, Spring 2015
</td>
</tr>
</tbody></table>
<table width="100%" align="center" border="0" cellspacing="0" cellpadding="20"><tbody>
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<td>
<heading>Service</heading>
</td>
</tr>
</tbody></table>
<table width="100%" align="center" border="0" cellpadding="20"><tbody>
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<td width="75%" valign="center">
<strong> Conference Reviewer: </strong> ICML 2020, AAAI 2021, ICLR 2021, NeurIPS 2021
<br>
<strong> Workshop Reviewer: </strong>
<br>
- NeurIPS 2019 Workshop on ML for Health, Workshop on ML and Physical Sciences
<br>
- NeurIPS 2020 Workshop on the Challenges of Real-World Reinforcement Learning
<br>
</td>
</tr>
</tbody></table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
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<td style="padding:0px">
<br>
<p style="text-align:right;font-size:small;">
Website Template from <a href="https://github.com/jonbarron/jonbarron_website" target="_blank"> Jon Barron</a>.
</p>
</td>
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</tbody></table>
</body>
</html>