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"schema_version": 1,
"title": "Reproduction: Success-Conditioning as Policy Improvement: The Optimization Problem Solved by Imitating Success",
"emoji": "🎯",
"space_id": "SabaPivot/repro-success-conditioning",
"paper": {
"arxiv_id": "2601.18175"
},
"tags": [
"icml2026-repro",
"paper-FEmXFeqYNZ"
],
"updated_at": "2026-07-16T06:29:41+00:00",
"root": {
"slug": "index",
"title": "Reproduction: Success-Conditioning as Policy Improvement: The Optimization Problem Solved by Imitating Success",
"file": "pages/index.md",
"children": [
{
"slug": "executive-summary",
"title": "Executive summary",
"file": "pages/executive-summary/page.md",
"children": []
},
{
"slug": "claim-1-chi-squared-trust-region-equivalence-prop-4-1",
"title": "Claim 1: Chi-squared trust-region equivalence (Prop 4.1)",
"file": "pages/claim-1-chi-squared-trust-region-equivalence-prop-4-1/page.md",
"children": []
},
{
"slug": "claim-2-three-way-equality-at-every-state-prop-4-3-4-4",
"title": "Claim 2: Three-way equality at every state (Prop 4.3-4.4)",
"file": "pages/claim-2-three-way-equality-at-every-state-prop-4-3-4-4/page.md",
"children": []
},
{
"slug": "claim-3-conservative-improvement-operator-cor-4-5",
"title": "Claim 3: Conservative improvement operator (Cor 4.5)",
"file": "pages/claim-3-conservative-improvement-operator-cor-4-5/page.md",
"children": []
},
{
"slug": "claim-4-return-thresholding-misalignment-prop-7-1",
"title": "Claim 4: Return thresholding misalignment (Prop 7.1)",
"file": "pages/claim-4-return-thresholding-misalignment-prop-7-1/page.md",
"children": []
},
{
"slug": "conclusion",
"title": "Conclusion",
"file": "pages/conclusion/page.md",
"children": []
}
]
},
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"revision": "1784183381320786226"
}
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