{ "schema_version": 1, "title": "Reproduction: Bridging the Gap Between Average and Discounted TD Learning", "emoji": "\ud83c\udfaf", "space_id": "DineshAI/omkG80XURl", "paper": null, "tags": [ "icml2026-repro", "paper-omkG80XURl" ], "updated_at": "2026-08-02T23:40:00+00:00", "root": { "slug": "index", "title": "Reproduction: Bridging the Gap Between Average and Discounted TD Learning", "file": "pages/index.md", "children": [ { "slug": "executive-summary", "title": "Executive summary", "file": "pages/executive-summary/page.md", "children": [ { "slug": "overview", "title": "Retained overview", "file": "pages/overview/page.md", "children": [] }, { "slug": "claims", "title": "Retained claims index", "file": "pages/claims/page.md", "children": [] }, { "slug": "evidence", "title": "Retained evidence index", "file": "pages/evidence/page.md", "children": [] }, { "slug": "verification-run", "title": "Retained verification run", "file": "pages/verification-run/page.md", "children": [] }, { "slug": "rigorous-reproduction", "title": "Retained rigorous overview", "file": "pages/rigorous-reproduction/page.md", "children": [] }, { "slug": "rigorous-claim-1", "title": "Retained rigorous Claim 1", "file": "pages/rigorous-claim-1/page.md", "children": [] }, { "slug": "rigorous-claim-2", "title": "Retained rigorous Claim 2", "file": "pages/rigorous-claim-2/page.md", "children": [] }, { "slug": "rigorous-claim-3", "title": "Retained rigorous Claim 3", "file": "pages/rigorous-claim-3/page.md", "children": [] }, { "slug": "rigorous-claim-4", "title": "Retained rigorous Claim 4", "file": "pages/rigorous-claim-4/page.md", "children": [] }, { "slug": "rigorous-claim-5", "title": "Retained rigorous Claim 5", "file": "pages/rigorous-claim-5/page.md", "children": [] }, { "slug": "rigorous-claim-6", "title": "Retained rigorous Claim 6", "file": "pages/rigorous-claim-6/page.md", "children": [] } ] }, { "slug": "claim-1-current", "title": "Claim 1 — i.i.d. double-chain rate", "file": "pages/claim-1-current/page.md", "children": [] }, { "slug": "claim-2-current", "title": "Claim 2 — Markov double-chain rate", "file": "pages/claim-2-current/page.md", "children": [] }, { "slug": "claim-3-current", "title": "Claim 3 — no explicit dimension term", "file": "pages/claim-3-current/page.md", "children": [] }, { "slug": "claim-4-current", "title": "Claim 4 — quadratic condition dependence", "file": "pages/claim-4-current/page.md", "children": [] }, { "slug": "claim-5-current", "title": "Claim 5 — single-chain quartic rate", "file": "pages/claim-5-current/page.md", "children": [] }, { "slug": "claim-6-current", "title": "Claim 6 — eta1 at least eta3/2", "file": "pages/claim-6-current/page.md", "children": [] }, { "slug": "conclusion", "title": "Conclusion", "file": "pages/conclusion/page.md", "children": [] } ] }, "agent_view_tokens": 10000, "revision": "20260802234000" }