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"schema_version": 1,
"title": "Reproduction: Understanding Behavior Cloning with Action Quantization",
"emoji": "🎯",
"space_id": "SabaPivot/repro-understanding-behavior-cloning-with-action-quantization",
"paper": {
"arxiv_id": "2603.20538"
},
"tags": [
"icml2026-repro",
"paper-9uENnRAcSl"
],
"updated_at": "2026-07-29T08:24:32.046270+00:00",
"root": {
"slug": "index",
"title": "Reproduction: Understanding Behavior Cloning with Action Quantization",
"file": "pages/index.md",
"children": [
{
"slug": "executive-summary",
"title": "Executive summary",
"file": "pages/executive-summary/page.md",
"children": []
},
{
"slug": "claim-1-theorem-2-behavior-cloning-quantized-actions-log-loss",
"title": "Claim 1: Theorem 2: Behavior cloning quantized actions log-loss",
"file": "pages/claim-1-theorem-2-behavior-cloning-quantized-actions-log-loss/page.md",
"children": []
},
{
"slug": "claim-2-theorem-3-probabilistic-incremental-input-to-state",
"title": "Claim 2: Theorem 3: Probabilistic Incremental Input-to-State",
"file": "pages/claim-2-theorem-3-probabilistic-incremental-input-to-state/page.md",
"children": []
},
{
"slug": "claim-3-theorem-6-without-smoothness-assumption-quantizer",
"title": "Claim 3: Theorem 6: without smoothness assumption quantizer",
"file": "pages/claim-3-theorem-6-without-smoothness-assumption-quantizer/page.md",
"children": []
},
{
"slug": "claim-4-theorem-7-model-based-data-augmentation-improves-horizon",
"title": "Claim 4: Theorem 7: model-based data augmentation improves horizon",
"file": "pages/claim-4-theorem-7-model-based-data-augmentation-improves-horizon/page.md",
"children": []
},
{
"slug": "claim-5-section-5-information-theoretic-lower-bounds-establish",
"title": "Claim 5: Section 5: Information-theoretic lower bounds establish",
"file": "pages/claim-5-section-5-information-theoretic-lower-bounds-establish/page.md",
"children": []
},
{
"slug": "claim-6-section-4-1-empirically-binning-quantizers-are-shown",
"title": "Claim 6: Section 4.1: Empirically binning quantizers are shown",
"file": "pages/claim-6-section-4-1-empirically-binning-quantizers-are-shown/page.md",
"children": []
},
{
"slug": "conclusion",
"title": "Conclusion",
"file": "pages/conclusion/page.md",
"children": []
}
]
},
"agent_view_tokens": 7024,
"revision": "1784590327451363900"
}
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