{
  "schema_version": 1,
  "title": "Repro - Unsupervised Partner Design Enables Robust Ad-hoc Teamwork",
  "emoji": "\ud83d\udd2c",
  "space_id": "bertfil/0xtMUL0eiF",
  "paper": {
    "arxiv_id": "2508.06336",
    "openreview_id": "0xtMUL0eiF",
    "title": "Unsupervised Partner Design Enables Robust Ad-hoc Teamwork",
    "url": "https://arxiv.org/abs/2508.06336"
  },
  "tags": [
    "icml2026-repro",
    "paper-0xtMUL0eiF"
  ],
  "updated_at": "2026-07-20T03:52:40+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Unsupervised Partner Design Enables Robust Ad-hoc Teamwork",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "00-scored-evidence-summary",
        "title": "00 - Scored evidence summary",
        "file": "pages/00-scored-evidence-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-unsupervised-partner-design-upd-is-a-population-fr",
        "title": "Claim 1 - Unsupervised Partner Design (UPD) is a population-free multi\u2026",
        "file": "pages/claim-1-unsupervised-partner-design-upd-is-a-population-fr/page.md",
        "children": []
      },
      {
        "slug": "claim-2-on-five-standard-overcooked-ai-layouts-croom-aa-cr",
        "title": "Claim 2 - On five standard Overcooked-AI layouts (CRoom, AA, CR, CC, F\u2026",
        "file": "pages/claim-2-on-five-standard-overcooked-ai-layouts-croom-aa-cr/page.md",
        "children": []
      },
      {
        "slug": "claim-3-on-the-overcooked-generalisation-challenge-with-pr",
        "title": "Claim 3 - On the Overcooked Generalisation Challenge with procedurally\u2026",
        "file": "pages/claim-3-on-the-overcooked-generalisation-challenge-with-pr/page.md",
        "children": []
      },
      {
        "slug": "claim-4-a-human-ai-study-finds-upd-trained-partners-rated",
        "title": "Claim 4 - A human-AI study finds UPD-trained partners rated significan\u2026",
        "file": "pages/claim-4-a-human-ai-study-finds-upd-trained-partners-rated/page.md",
        "children": []
      },
      {
        "slug": "claim-5-layout-dependent-analysis-shows-that-rigid-coordin",
        "title": "Claim 5 - Layout-dependent analysis shows that rigid coordination task\u2026",
        "file": "pages/claim-5-layout-dependent-analysis-shows-that-rigid-coordin/page.md",
        "children": []
      },
      {
        "slug": "reproduction-protocol-and-provenance",
        "title": "Reproduction protocol and provenance",
        "file": "pages/reproduction-protocol-and-provenance/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 5407,
  "revision": "1784519560905249600"
}