logbook.json

{
  "schema_version": 1,
  "title": "Repro - Neural Implicit Action Fields: From Discrete Waypoints to Continuous Functions for Vision-Language-Action Models",
  "emoji": "🎯",
  "space_id": "harshamohan25/repro-neural-implicit-action-fields",
  "paper": {
    "arxiv_id": "2603.01766",
    "openreview_id": "MWEh9IPz8N"
  },
  "tags": [
    "icml2026-repro",
    "paper-MWEh9IPz8N"
  ],
  "updated_at": "2026-07-16T20:56:12+00:00",
  "root": {
    "slug": "index",
    "title": "Repro - Neural Implicit Action Fields: From Discrete Waypoints to Continuous Functions for Vision-Language-Action Models",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "audit-setup",
        "title": "Audit & setup",
        "file": "pages/audit-setup/page.md",
        "children": []
      },
      {
        "slug": "claim-1-continuous-action-field",
        "title": "Claim 1: Continuous action field",
        "file": "pages/claim-1-continuous-action-field/page.md",
        "children": []
      },
      {
        "slug": "claim-2-calvin-abc-d",
        "title": "Claim 2: CALVIN ABC→D",
        "file": "pages/claim-2-calvin-abc-d/page.md",
        "children": []
      },
      {
        "slug": "claim-3-libero",
        "title": "Claim 3: LIBERO",
        "file": "pages/claim-3-libero/page.md",
        "children": []
      },
      {
        "slug": "claim-4-grouped-hyper-modulation",
        "title": "Claim 4: Grouped Hyper-Modulation",
        "file": "pages/claim-4-grouped-hyper-modulation/page.md",
        "children": []
      },
      {
        "slug": "claim-5-physics-informed-supervision",
        "title": "Claim 5: Physics-informed supervision",
        "file": "pages/claim-5-physics-informed-supervision/page.md",
        "children": []
      },
      {
        "slug": "claim-6-real-world-control",
        "title": "Claim 6: Real-world control",
        "file": "pages/claim-6-real-world-control/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      },
      {
        "slug": "follow-on-lerobot-manipulation-benchmark",
        "title": "Follow-on: private LeRobot manipulation benchmark",
        "file": "pages/follow-on-lerobot-manipulation-benchmark/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 21645,
  "revision": "1784235372021919216"
}