{ "schema_version": 1, "title": "Repro - Non-Uniform Noise-to-Signal Ratio in the REINFORCE Policy-Gradient Estimator (Ol99zoW31J)", "emoji": "\ud83c\udfaf", "space_id": "DineshAI/Ol99zoW31J", "paper": null, "tags": [ "icml2026-repro", "paper-Ol99zoW31J" ], "updated_at": "2026-07-22T04:22:00+00:00", "root": { "slug": "index", "title": "Repro - Non-Uniform Noise-to-Signal Ratio in the REINFORCE Policy-Gradient Estimator (Ol99zoW31J)", "file": "pages/index.md", "children": [ { "slug": "overview", "title": "Overview", "file": "pages/overview/page.md", "children": [] }, { "slug": "claim-1", "title": "Claim 1", "file": "pages/claim-1/page.md", "children": [] }, { "slug": "claim-2", "title": "Claim 2", "file": "pages/claim-2/page.md", "children": [] }, { "slug": "claim-3", "title": "Claim 3", "file": "pages/claim-3/page.md", "children": [] }, { "slug": "claim-4", "title": "Claim 4", "file": "pages/claim-4/page.md", "children": [] }, { "slug": "claim-5", "title": "Claim 5", "file": "pages/claim-5/page.md", "children": [] }, { "slug": "methods", "title": "Methods", "file": "pages/methods/page.md", "children": [] }, { "slug": "negative-controls", "title": "Negative controls", "file": "pages/negative-controls/page.md", "children": [] }, { "slug": "conclusion", "title": "Conclusion", "file": "pages/conclusion/page.md", "children": [] } ] }, "agent_view_tokens": 1514, "revision": 1784562681057320335 }