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<!DOCTYPE html>
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  <meta charset="utf-8">
  <meta name="description"
        content="World-model-augmented (WMA) web agent that simulates action outcomes for better decision-making in long-horizon web tasks.">
  <meta name="keywords" content="Web Agents, World Models, LLMs">
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  <title>WMA Agents: Web Agents with World Models</title>

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        <div class="column has-text-centered">
          <h1 class="title is-1 publication-title">Web Agents with World Models</h1>
          <div class="publication-links">
            <span class="link-block">
              <a href="https://arxiv.org/abs/2410.13232" target="_blank"
                 class="external-link button is-normal is-rounded">
                <img src="https://img.shields.io/badge/arXiv-paper-b31b1b.svg" alt="arXiv">
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              <a href="https://huggingface.co/spaces/LangAGI-Lab/WMA-Agent" target="_blank"
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          <div class="is-size-5 publication-authors">
            <span class="author-block">
              <a href="#">Hyungjoo Chae</a>,</span>
            <span class="author-block">
              <a href="#">Namyoung Kim</a>,</span>
            <span class="author-block">
              <a href="#">Kai Tzu-iunn Ong</a>,</span>
            <span class="author-block">
              <a href="#">Minju Gwak</a>,</span>
            <span class="author-block">
              <a href="#">Gwanwoo Song</a>,</span>
            <span class="author-block">
              <a href="#">Jihoon Kim</a>,</span>
            <span class="author-block">
              <a href="#">Sunghwan Kim</a>,</span>
            <span class="author-block">
              <a href="#">Dongha Lee</a>,</span>
            <span class="author-block">
              <a href="#">Jinyoung Yeo</a></span>
          </div>

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              <!-- Paper Link -->
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                <a href="https://arxiv.org/abs/2406.08464" target="_blank"
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                  <span>Code</span>
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