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    <title>Ad Hoc Teamwork on Cognaptus</title>
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      <title>When Agents Think in Waves: Diffusion Models for Ad Hoc Teamwork</title>
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      <description>A mechanism-first reading of PADiff, showing why diffusion policies may help agents preserve multiple cooperation plans when working with unfamiliar teammates.</description>
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