{
  "schema_version": 1,
  "title": "Reproduction: Online Social Welfare Function-based Resource Allocation",
  "emoji": "🎯",
  "space_id": "SabaPivot/repro-online-social-welfare-function-based-resource-allocation",
  "paper": {
    "arxiv_id": "2602.01400"
  },
  "tags": [
    "arxiv:2602.01400",
    "icml2026-repro",
    "paper-qSNU4NmDpE"
  ],
  "updated_at": "2026-07-31T04:36:00+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: Online Social Welfare Function-based Resource Allocation",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-3-policy-oracle-complexity",
        "title": "Claim 3: Policy-oracle complexity and boundary",
        "file": "pages/claim-3-policy-oracle-complexity/page.md",
        "children": []
      },
      {
        "slug": "claim-1-monotonicity-alone-suffices-to-lift-confidence-sequences-from-individual-utilities-to-anytime-valid-bounds-on-optimal-social-welfare",
        "title": "Claim 1: Monotonicity alone suffices to lift confidence sequences from individual utilities to anytime-valid bounds on optimal social welfare",
        "file": "pages/claim-1-monotonicity-alone-suffices-to-lift-confidence-sequences-from-individual-utilities-to-anytime-valid-bounds-on-optimal-social-welfare/page.md",
        "children": []
      },
      {
        "slug": "claim-2-swf-ucb-achieves-near-optimal-o-n-nkt-regret-for-swf-based-online-resource-allocation",
        "title": "Claim 2: SWF-UCB achieves near-optimal O(n+√nkT) regret for SWF-based online resource allocation",
        "file": "pages/claim-2-swf-ucb-achieves-near-optimal-o-n-nkt-regret-for-swf-based-online-resource-allocation/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 10042,
  "revision": "1784674121005639302"
}