{
  "schema_version": 1,
  "title": "Reproduction: SVL time-to-goal distributions and survival identity",
  "emoji": "🎯",
  "space_id": "DineshAI/qIOcJSCGn2",
  "paper": {
    "arxiv_id": "2604.17551",
    "openreview_id": "qIOcJSCGn2",
    "title": "SVL: Goal-Conditioned Reinforcement Learning as Survival Learning"
  },
  "tags": [
    "icml2026-repro",
    "paper-qIOcJSCGn2"
  ],
  "updated_at": "2026-07-23T12:14:51+00:00",
  "root": {
    "slug": "index",
    "title": "Reproduction: SVL time-to-goal distributions and survival identity",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "executive-summary",
        "title": "Executive summary",
        "file": "pages/executive-summary/page.md",
        "children": []
      },
      {
        "slug": "claim-1-time-to-goal-distribution",
        "title": "Claim 1 — Time-to-goal as a probability distribution",
        "file": "pages/claim-1-time-to-goal-distribution/page.md",
        "children": []
      },
      {
        "slug": "claim-2-survival-identity",
        "title": "Claim 2 — Value = discounted sum of survival probabilities",
        "file": "pages/claim-2-survival-identity/page.md",
        "children": []
      },
      {
        "slug": "lemma-4-2-mle-asymptotic-normality",
        "title": "Lemma 4.2 - MLE asymptotic normality (O(n^-1/2))",
        "file": "pages/lemma-4-2-mle-asymptotic-normality/page.md",
        "children": []
      },
      {
        "slug": "claim-3-offline-benchmarks",
        "title": "Claim 3 — Offline GCRL benchmark performance",
        "file": "pages/claim-3-offline-benchmarks/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      },
      {
        "slug": "claim-survival-identity",
        "title": "Claim — survival value identity",
        "file": "pages/claim-survival-identity/page.md",
        "children": []
      },
      {
        "slug": "three-interpretation-retry",
        "title": "Three-interpretation retry — C1, C4-C6",
        "file": "pages/three-interpretation-retry/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 3600,
  "revision": "1784808891000000000"
}