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</head>
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<body>
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<main class="card">
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<section class="hero">
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<p class="eyebrow">UIUC
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<h1>Spreadsheet-RL</h1>
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<p class="subtitle">Advancing Large Language Model Agents on
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<nav class="links" aria-label="Spreadsheet-RL links">
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<a href="https://spreadsheet-rl.github.io/" target="_blank" rel="noreferrer">Project page</a>
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<a href="https://arxiv.org/abs/2605.22642" target="_blank" rel="noreferrer">Paper</a>
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<article class="section">
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<h2>What We Release</h2>
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<ul>
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<li><strong>Spreadsheet Data Agent</strong>
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<li><strong>Spreadsheet Gym</strong>
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<li><strong>Verifier
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<li><strong>Domain-Spreadsheet</strong>
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</ul>
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<p class="note">Data and code releases are maintained by the corresponding authors at UIUC and are not affiliated with Meta.</p>
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</article>
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<meta name="viewport" content="width=device-width, initial-scale=1">
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<title>Spreadsheet-RL</title>
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<style>
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}
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</style>
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</head>
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<body>
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<main class="card">
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<section class="hero">
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<p class="eyebrow">UIUC & Meta Research</p>
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<h1>Spreadsheet-RL</h1>
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<p class="subtitle">Advancing Large Language Model Agents on Realistic Spreadsheet Tasks via Reinforcement Learning.</p>
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<nav class="links" aria-label="Spreadsheet-RL links">
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<a href="https://spreadsheet-rl.github.io/" target="_blank" rel="noreferrer">Project page</a>
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<a href="https://arxiv.org/abs/2605.22642" target="_blank" rel="noreferrer">Paper</a>
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<article class="section">
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<h2>What We Release</h2>
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<ul>
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<li><strong>Spreadsheet Data Agent</strong> — scalable construction of paired initial and oracle final workbooks.</li>
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<li><strong>Spreadsheet Gym</strong> — multi-turn Excel interaction with spreadsheet-native tools and sandboxed code execution.</li>
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<li><strong>Verifier & Reward API</strong> — Excel recalculation and outcome comparison for RL training.</li>
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<li><strong>Domain-Spreadsheet</strong> — finance, supply chain, HR, sales, and real estate evaluation tasks.</li>
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</ul>
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<p class="note">Data and code releases are maintained by the corresponding authors at UIUC and are not affiliated with Meta.</p>
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</article>
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