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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<meta name="description" content="">
<meta name="author" content="">
<title>Reinforcement Learning for Traffic Signal Control</title>
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</head>
<body id="page-top">
<nav class="navbar navbar-expand-lg navbar-dark bg-dark fixed-top" id="mainNav">
<div class="container">
<a class="navbar-brand js-scroll-trigger" href="#page-top">Reinforcement Learning for Traffic Signal Control</a>
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<a class="nav-link js-scroll-trigger" href="index.html#page-top">Home</a>
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<a class="nav-link js-scroll-trigger" href="dataset.html">Dataset</a>
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<a class="nav-link js-scroll-trigger" href="survey.html">Survey</a>
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<a class="nav-link js-scroll-trigger" href="code.html">Source code</a>
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<a class="nav-link js-scroll-trigger" href="index.html#news">News</a>
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<a class="nav-link js-scroll-trigger" href="about.html">About</a>
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<a class="nav-link js-scroll-trigger" href="index.html#contact">Contact</a>
</li>
</ul>
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</div>
</nav>
<header class="masthead d-flex">
<div class="container text-center my-auto">
<div class="col-lg-12 mx-auto">
<h2><font color="white">Survey</font></h2>
<p class="lead lg-6 mb-20"> <font color="white">
Current traffic signal control systems in use still rely heavily on oversimplified information and rule-based methods, although we now have richer data, more computing power and advanced methods to drive the development of intelligent transportation.</font></p>
<p class="lead lg-6 mb-20"> <font color="white">
With the growing interest in intelligent transportation using machine learning methods like reinforcement learning, this survey covers the widely acknowledged transportation approaches and a comprehensive list of recent literature on reinforcement for traffic signal control. We hope this survey can foster interdisciplinary research on this important topic.</font></p>
<p class="lead mb-10"><font color="white"><strong>Here we present a survey about traffic signal control methods, including:</strong></font></p>
<p></p>
<p class="mb-10"><font color="white">- Conventional transportation approaches</font></p>
<p></p>
<p class="mb-10"><font color="white">- RL-based traffic signal control approaches</font></p>
<p></p>
<p></p>
<a class="btn btn-light btn-xl js-scroll-trigger" href="#methods">Overview of the Survey</a>
<a> </a>
<a class="btn btn-primary btn-xl js-scroll-trigger" href="https://arxiv.org/abs/1904.08117">Download</a>
</div>
</div>
</header>
<!-- About -->
<!--
<section class="content-section bg-white text-white" id="about">
<div class="container text-center">
<div class="row">
<div class="col-lg-10 mx-auto">
<h2>Methods for Traffic Signal Control</h2>
<p class="breadcrumb-custom"><a href="index.html">Home</a> <span class="mx-2">></span> <span>Get Started</span> <span class="mx-2">></span> <span>Data Description</span> </p>
<p class="lead mb-5">Here we present a survey about traffic signal control, including introductions on several conventional transportation approaches and comprehensive coverage on RL-based traffic signal control approaches. </p>
<a class="btn btn-dark btn-xl js-scroll-trigger" href="#">See the survey</a>
<a class="btn btn-light btn-xl js-scroll-trigger" href="#services">Methods detail</a>
</div>
</div>
</div>
</section>
-->
<section class="content-section " id="methods">
<div class="container">
<div class="content-section-heading text-center ">
<h2 class="mb-5">Structure of this survey</h2>
</div>
<div class="col-xl-12 col-md-6 mb-4">
<div class="card border-5 shadow">
<img src="img/survey-structure.png" class="card-img-top" alt="...">
</div>
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</div>
</section>
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<div class="col-lg-6 mt-5 mx-auto">
<h3>Suggestions to this survey</h3>
<div class="caption-content">
<p class="mb-0">We are still actively enriching this survey and hope to enhence its comprehensiveness. </p>
<p class="mb-0">If you know a paper that you believe should be included in the survey, please tell us! </p>
<p class="mb-0">Click the button below to submit a review request. All included publications will be fully cited and added to the bibliography.</p>
<p></p>
<a href="mailto:[email protected]?subject=Paper%20Recommendation&body=Name%3A%0A%0AInstitution%3A%0A%0AMessage%3A%0A" class="btn btn-l btn-light">Send your suggestions</a>
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<p></p>
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<li class="list-inline-item">
<a class="social-link rounded-circle text-white mr-3" href="mailto:[email protected]">
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<a class="social-link rounded-circle text-white" href="https://github.com/traffic-signal-control">
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</a>
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<p class="text-muted small mb-0">Copyright © Traffic Signal Control Group | Wesbite developed by <a href="http://personal.psu.edu/hzw77/">Hua Wei</a> | Template by <a href="http://startbootstrap.com/">Smart Bootstrap</a></p>
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