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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html>
<head>
<meta name=viewport content="width=800">
<meta name="generator" content="HTML Tidy for Linux/x86 (vers 11 February 2007), see www.w3.org">
<style type="text/css">
/* Color scheme stolen from Sergey Karayev */
a {
color: #1772d0;
text-decoration: none;
}
a:focus,
a:hover {
color: #f09228;
text-decoration: none;
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body,
td,
th,
tr,
p,
a {
font-family: 'Lato', Verdana, Helvetica, sans-serif;
font-size: 14px
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font-family: 'Lato', Verdana, Helvetica, sans-serif;
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font-family: 'Lato', Verdana, Helvetica, sans-serif;
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papertitle {
font-family: 'Lato', Verdana, Helvetica, sans-serif;
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font-weight: 700
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name {
font-family: 'Lato', Verdana, Helvetica, sans-serif;
font-size: 32px;
}
.one {
width: 160px;
height: 160px;
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.two {
width: 160px;
height: 160px;
position: absolute;
transition: opacity .2s ease-in-out;
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span.highlight {
background-color: #ffffd0;
}
</style>
<link rel="icon" href="./src/umich.png">
<title>Zun Li</title>
<meta http-equiv="Content-Type" content="text/html; charset=us-ascii">
<link href='https://fonts.googleapis.com/css?family=Lato:400,700,400italic,700italic' rel='stylesheet'
type='text/css'>
</head>
<body>
<table width="900" border="0" align="center" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td>
<table width="100%" align="center" border="0" cellspacing="0" cellpadding="20">
<tbody>
<tr>
<td width="60%" valign="middle">
<p align="center">
<name>Zun Li</name>
</p>
<p style="vertical-align: top;"><b>Email</b>: lizun [at] umich [dot] edu</p>
<p>I am a research engineer at <a href="https://deepmind.google/">Google DeepMind</a>.</p>
<p> I have earned my Ph.D. in Computer Science on Jan. 2024 at <a
href="https://www.umich.edu/">University of Michigan</a>. My Ph.D. advisor is
<a href="http://strategicreasoning.org/michael-p-wellman/">Prof. Michael P. Wellman</a>.
</p>
<!-- <p>In summer 2022, I worked as a research scientist intern in DeepMind Alberta, mentored by <a
href="http://mlanctot.info/">Dr. Marc Lanctot.</a></p>
<p>I completed my bachlor degree at <a href="http://en.sjtu.edu.cn/">Shanghai Jiao Tong
University</a>, majoring in Computer Science. I was a research assistant at Advanced Network Lab,
advised by <a href="http://cs.sjtu.edu.cn/~fwu/" target="_blank" ,="" rel="nofollow">Prof. Fan Wu
</a> and <a href="https://zhengzhenzhe220.github.io/">Dr. Zhenzhe Zheng</a>.</p> -->
<!-- <p align="center">
<a href="src/cv_lz.pdf">CV</a>
</p> -->
</td>
<td width="25%">
<img src="./src/my.jpg" width="75%">
</td>
</tr>
</tbody>
</table>
<!-- Education -->
<table width="100%" align="center" border="0" cellspacing="0" cellpadding="20">
<tbody>
<tr>
<td width="100%" valign="middle">
<heading>Education</heading>
<p>
<strong>University of Michigan</strong>, U.S., from Sep. 2018 to Jan. 2024<br>
Ph.D. Student in Computer Science and Engineering
</p>
<p>
<strong>Shanghai Jiao Tong University</strong>, China, from Sep. 2014 to Jun. 2018<br>
B.S.E. in Computer Science (IEEE Honored Class)
</p>
</td>
</tr>
</tbody>
</table>
<!-- Research -->
<table width="100%" align="center" border="0" cellspacing="0" cellpadding="20">
<tbody>
<tr>
<td width="100%" valign="middle">
<heading>Interests</heading>
<p>I aspire to study intelligence through multi-agent lens. I have worked on computational game
theory,
(deep) multi-agent planning / learning, agent-based simulation methods, auctions, and data markets.
</p>
</td>
</tr>
</tbody>
</table>
<!-- Education -->
<table width="100%" align="center" border="0" cellspacing="0" cellpadding="20">
<tbody>
<tr>
<td width="75%" valign="middle">
<heading>Selected Papers</heading>
<p>
<strong>• "A Meta-Game Evaluation Framework for Deep Multiagent Reinforcement
Learning"</strong><a href="https://arxiv.org/abs/2405.00243">[arxiv]</a><br>
<strong>Zun Li</strong>, <a href="https://strategicreasoning.org/michael-p-wellman/">Michael P.
Wellman</a><br> In Proceedings of Thirty-Third International Joint Conference on Artificial
Intelligence (IJCAI),
2024.
<br>
<a style="color:red">Best Paper Award</a> of <a
href="https://ala2024.github.io/#submission">Adaptive and Learning Agents (ALA) Workshop at
AAMAS</a>,
2024.
<br>
<strong>Keywords:</strong> Meta-Strategies / Meta-Game Analysis, Evaluation, Bootstrapping
Statistics, Empirical Game-Theoretic Analysis, Search
</p>
<p>
<strong>• "Search-Improved Game-Theoretic Multiagent Reinforcement Learning in General and
Negotiation Games (Extended Abstract)"</strong><a
href="https://arxiv.org/pdf/2302.00797.pdf">[arXiv]</a><br>
<strong>Zun Li</strong>, <a href="http://mlanctot.info/">Marc Lanctot</a>, <a
href="https://www.empiricallykev.com/">Kevin McKee</a>, <a href="https://lukemarris.info/">Luke
Marris</a>, <a href="https://imgemp.github.io/">Ian Gemp</a>, <a
href="https://scholar.google.com/citations?user=cMHsYdcAAAAJ">Daniel Hennes</a>, <a
href="https://scholar.google.com/citations?user=mvb2bX0AAAAJ">Paul Muller</a>, <a
href="https://cs.uwaterloo.ca/~klarson/">Kate Larson</a>, <a
href="https://scholar.google.com/citations?user=0W63ivcAAAAJ">Yoram Bachrach</a>, <a
href="https://strategicreasoning.org/michael-p-wellman/">Michael P.
Wellman</a>
<br> In Proceedings of Twenty-Second International Conference on Autonomous Agents and Multiagent
Systems
(AAMAS), 2023.
<br>
<strong>Keywords:</strong> Extensive-Form Games, Nash Bargaining Solutions, Game-Tree Search,
Population-Based Reinforcement Learning, Negotiation
</p>
<p>
<strong>• "Evolution Strategies for Approximate Solution of Bayesian Games"</strong><a
href="./src/AAAI2021.pdf">[PDF]</a><a
href="https://slideslive.com/38947851/evolution-strategies-for-approximate-solution-of-bayesian-games?ref=account-74904-history">[TALK]</a><a
href="./src/AAAI21_prez.pdf">[SLIDES]</a><a href="./src/AAAI21_poster.pdf">[POSTER]</a><br>
<strong>Zun Li</strong>, <a href="https://strategicreasoning.org/michael-p-wellman/">Michael P.
Wellman</a><br> In Proceedings of Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI),
2021.
<br>
<strong>Keywords:</strong> Bayesian Games, Equilibrium Computation, Deep Learning, Evolutionary
Computation, Auctions
</p>
<p>
<strong>• "Structure Learning for Approximate Solution of Many-Player Games"</strong> <a
href="./src/AAAI2020.pdf">[PDF]</a><a href="./src/AAAI-20.pptx">[SLIDES]</a><a
href="./src/aaai_poster.pdf">[POSTER]</a><br>
<strong>Zun Li</strong>, <a href="https://strategicreasoning.org/michael-p-wellman/">Michael P.
Wellman</a><br>
In Proceedings of Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020.
<br>
<strong>Keywords:</strong> Normal-Form Games, Equilibrium Computation, Machine Learning, Graphical
Models
</p>
<p>
</td>
</tr>
</tbody>
</table>
<table width="100%" align="center" border="0" cellspacing="0" cellpadding="20">
<tbody>
<tr>
<td width="100%" valign="middle">
<heading>Working Experience</heading>
<p>
<strong>Google DeepMind</strong>, Research Engineer, New York, Feb. 2024-Now<br>
<strong>DeepMind Alberta</strong>, Research Scientist Intern, Edmonton, Jun. 2022-Nov. 2022<br>
<strong>Google Inc.</strong>, Software Engineering Intern, Core Google Display Ad Team, Remote, Jun.
2021-Aug. 2021<br>
</p>
</td>
</tr>
</tbody>
</table>
<!-- <table width="100%" align="center" border="0" cellspacing="0" cellpadding="20">
<tbody>
<tr>
<td width="100%" valign="middle">
<heading>Teaching Experience</heading>
<p>
<strong>Graduate Student Instructor</strong>, EECS 592 AI Foundations, UMich, Fall'21<br>
</p>
</td>
</tr>
</tbody>
</table> -->
<!-- <table width="100%" align="center" border="0" cellspacing="0" cellpadding="20">
<tbody>
<tr>
<td width="100%" valign="middle">
<heading>Blogs</heading>
<p>
<a href="./blog/doudizhu_count.html">How many possible combinations of airplane+solo are there in
<i>Dou Dizhu</i>?</a>
</p>
</td>
</tr>
</tbody>
</table> -->
<!-- Awards -->
<!-- <table width="100%" align="center" border="0" cellspacing="0" cellpadding="20">
<tbody>
<tr>
<td width="100%" valign="middle">
<heading>Honor & Awards</heading>
<p>
<strong>Travel Scholarship</strong>, AAAI-2020, AAMAS-2018<br>
</p>
</td>
</tr>
</tbody>
</table> -->
<!-- <table width="100%" align="center" border="0" cellspacing="0" cellpadding="20">
<tbody>
<tr>
<td width="100%" valign="middle">
<heading>Professional Services</heading>
<p>
<strong>Program Committee</strong>, AAAI-2022, AAMAS-GAIW-2021<br>
<strong>Reviewer</strong>, AAAI-2021 <br>
</p>
</td>
</tr>
</tbody>
</table> -->
<table width="100% align=" center border="0" cellspacing="0" cellpadding="20">
<tbody>
<tr>
<td>
<br>
<p align="right"><a href="https://jonbarron.info/">This guy</a> designed this neat webpage.</p>
</td>
</tr>
</tbody>
</table>
<!-- <center><a href="https://clustrmaps.com/site/19q85" title="Visit tracker"><img src="//www.clustrmaps.com/map_v2.png?d=shFSdN02PTBAMR1ZJmGsx1BADyBiXh7qhjRW58UZmNw&cl=ffffff"></a></center> -->
</td>
</tr>
</tbody>
</table>
</body>
</html>