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repro-what-does-thompson-sampling-optimize
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  "schema_version": 2,
  "title": "Reproduction: What Does Thompson Sampling Optimize?",
  "emoji": "🎯",
  "space_id": "nmaher/repro-what-does-thompson-sampling-optimize",
  "paper": null,
  "tags": [
    "icml2026-repro",
    "paper-sf6Tb61vNn"
  ],
  "updated_at": "2026-07-23T19:17:13+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: What Does Thompson Sampling Optimize?",
    "file": "pages/index.md",
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        "slug": "executive-summary",
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      },
      {
        "slug": "claim-1-online-optimization-form-mimicking-the-bellman-optimal-policy",
        "title": "Claim 1: Online optimization form mimicking the Bellman-optimal policy",
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        "children": []
      },
      {
        "slug": "claim-2-greediness-regularized-by-residual-uncertainty",
        "title": "Claim 2: Greediness regularized by residual uncertainty",
        "file": "pages/claim-2-greediness-regularized-by-residual-uncertainty/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
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