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index.html
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content="World-model-augmented (WMA) web agent that simulates action outcomes for better decision-making in long-horizon web tasks.">
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<meta name="keywords" content="Web Agents, World Models, LLMs">
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<meta name="viewport" content="width=device-width, initial-scale=1">
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<link href="https://fonts.googleapis.com/css?family=Google+Sans|Noto+Sans|Castoro"
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rel="stylesheet">
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<div class="container is-max-desktop">
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<h1 class="title is-1 publication-title">Web Agents with World Models</h1>
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<div class="publication-links">
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<a href="https://arxiv.org/abs/2410.13232" target="_blank"
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class="external-link button is-normal is-rounded">
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<img src="https://img.shields.io/badge/arXiv-paper-b31b1b.svg" alt="arXiv">
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<a href="https://opensource.org/licenses/MIT" target="_blank"
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<img src="https://img.shields.io/badge/License-MIT-yellow.svg" alt="MIT License">
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<a href="https://huggingface.co/Magpie-Align" target="_blank"
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<img src="https://img.shields.io/badge/Data%20License-CC%20By%20NC%204.0-red.svg" alt="Data License">
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<a href="https://huggingface.co/spaces/LangAGI-Lab/WMA-Agent" target="_blank"
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<img src="https://img.shields.io/badge/🤗-Open%20in%20Spaces-blue" alt="HuggingFace Spaces">
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<div class="is-size-5 publication-authors">
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<a href="#">Hyungjoo Chae</a>,</span>
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<span class="author-block">
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<a href="#">Jinyoung Yeo</a></span>
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<div class="column has-text-centered">
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<div class="publication-links">
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content="World-model-augmented (WMA) web agent that simulates action outcomes for better decision-making in long-horizon web tasks.">
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<meta name="keywords" content="Web Agents, World Models, LLMs">
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<meta name="viewport" content="width=device-width, initial-scale=1">
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<title>Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation
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</title>
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<link href="https://fonts.googleapis.com/css?family=Google+Sans|Noto+Sans|Castoro"
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rel="stylesheet">
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<div class="container is-max-desktop">
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<h1 class="title is-1 publication-title">Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation</h1>
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<div class="publication-links">
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<div class="is-size-5 publication-authors">
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<span class="author-block">
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<a href="#">Hyungjoo Chae</a>,</span>
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<span class="author-block">
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<a href="#">Jinyoung Yeo</a></span>
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</div>
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<div class="is-size-5 publication-authors"></div>
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<span class="author-block">Yonsei University</span>
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