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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="google-site-verification" content="s0R1YqLoK_zbiXkmH9VbCbWw8NlIm4Pw6FYqiB0ehiU" />
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<link rel="canonical" href="https://wangchiyuan.com/" />
<title>Chiyuan Wang</title>
<meta
name="description"
content="Chiyuan Wang — PhD student at Peking University — multi-agent systems, quantitative macro, AI for social science."
/>
<meta property="og:title" content="Chiyuan Wang" />
<meta
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content="PhD student at Peking University — multi-agent systems, quantitative macro, AI for social science."
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content="PhD student at Peking University — multi-agent systems, quantitative macro, AI for social science."
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</head>
<body>
<div class="wrap">
<header class="site-header">
<div
class="title-row"
style="display: grid; grid-template-columns: auto 1fr; align-items: center; column-gap: 0.75rem"
>
<img
class="title-logo"
src="static/uploads/pku_icon.png"
alt="Peking University"
width="40"
height="40"
decoding="async"
/>
<h1>Chiyuan Wang</h1>
</div>
<p class="tagline">PhD student, School of Computer Science, Peking University</p>
<nav aria-label="Page">
<ul>
<li><a href="#about">About</a></li>
<li><a href="#portrait">Photo</a></li>
<li><a href="#info">Contact & info</a></li>
<li><a href="#papers">Papers</a></li>
</ul>
</nav>
</header>
<main>
<section id="about" class="intro">
<h2>About</h2>
<p>
I am a Ph.D. student in the School of Computer Science at Peking University, affiliated with the Center on
Frontiers of Computing Studies (CFCS). I work on multi-agent systems, quantitative macro, and AI tools for social
science. I am currently supervised by Prof. Xiaotie Deng and co-advised by Prof. Bo Li and Prof. Yaodong Yang.
</p>
</section>
<section id="portrait" class="photo-section" aria-label="Portrait">
<figure class="photo-frame">
<img src="static/uploads/photo3.jpg" alt="Portrait of Chiyuan Wang" decoding="async" />
</figure>
</section>
<section id="info">
<h2>Contact & information</h2>
<dl class="info-grid">
<dt>Email</dt>
<dd><a href="mailto:wang2021@stu.pku.edu.cn">wang2021@stu.pku.edu.cn</a></dd>
<dt>GitHub</dt>
<dd><a href="https://github.com/leafDancer" rel="me">github.com/leafDancer</a></dd>
<dt>ORCID</dt>
<dd><a href="https://orcid.org/0009-0007-5726-7151">0009-0007-5726-7151</a></dd>
<dt>Affiliation</dt>
<dd><a href="https://cs.pku.edu.cn/">School of Computer Science, Peking University</a></dd>
<dt>Google Scholar</dt>
<dd>
<a
class="scholar-icon-link"
href="https://scholar.google.com/citations?user=0DAl9o8AAAAJ"
aria-label="Google Scholar profile"
title="Google Scholar"
rel="noopener noreferrer"
target="_blank"
>
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</section>
<section id="papers">
<h2>Papers</h2>
<div class="papers">
<!-- RSPG / MFAX — uncomment when ready to show again
<article class="paper">
<h3>Recurrent Structural Policy Gradient for Partially Observable Mean Field Games</h3>
<p class="meta">
Clarisse Wibault, Johannes Forkel, Sebastian Towers, Tiphaine Wibault, Juan Duque, George Whittle,
<span class="coauthor-name" data-coauthor="Andreas Schaab">Andreas Schaab</span>,
<span class="coauthor-name" data-coauthor="Yucheng Yang">Yucheng Yang</span>,
<strong>Chiyuan Wang</strong>, Michael Osborne,
<span class="coauthor-name" data-coauthor="Benjamin Moll">Benjamin Moll</span>, Jakob Foerster · 2026
</p>
<p class="links">
<a href="https://arxiv.org/abs/2602.20141">arXiv</a>
<span> · </span>
<a href="https://github.com/CWibault/mfax">Code</a>
</p>
</article>
-->
<article class="paper">
<h3>Structural Reinforcement Learning for Heterogeneous Agent Macroeconomics</h3>
<p class="meta">
<span class="coauthor-name" data-coauthor="Yucheng Yang">Yucheng Yang</span><sup>*</sup>,
<strong>Chiyuan Wang<sup>*</sup></strong>,
<span class="coauthor-name" data-coauthor="Andreas Schaab">Andreas Schaab</span>,
<span class="coauthor-name" data-coauthor="Benjamin Moll">Benjamin Moll</span> · 2025
</p>
<p class="meta author-asterisk-note"><sup>*</sup> Equal contribution.</p>
<p class="links"><a href="https://arxiv.org/abs/2512.18892">arXiv</a></p>
</article>
<article class="paper">
<h3>Sample-Efficient Regret-Minimizing Double Oracle in Extensive-Form Games</h3>
<p class="meta">
<span class="coauthor-name" data-coauthor="Xiaohang Tang">Xiaohang Tang</span>,
<strong>Chiyuan Wang</strong>,
<span class="coauthor-name" data-coauthor="Chengdong Ma">Chengdong Ma</span>,
<span class="coauthor-name" data-coauthor="Ilija Bogunovic">Ilija Bogunovic</span>,
<span class="coauthor-name" data-coauthor="Stephen McAleer">Stephen McAleer</span>,
<span class="coauthor-name" data-coauthor="Yaodong Yang">Yaodong Yang</span> · 2024
</p>
<p class="links">
<a href="https://arxiv.org/abs/2411.00954">arXiv</a>
<span> · </span>
<a href="https://github.com/xiaohangt/RMDO">Code</a>
</p>
</article>
</div>
</section>
</main>
<footer>© <span id="y"></span> Chiyuan Wang</footer>
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