| { |
| "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" |
| } |
|
|
