| { |
| "schema_version": 2, |
| "title": "Reproduction: STAND: Self-Aware Precondition Induction for Interactive Task Learning", |
| "emoji": "🎯", |
| "space_id": "nmaher/repro-stand-self-aware-precondition-induction-for-interactive-task-learning", |
| "paper": { |
| "arxiv_id": "2409.07653" |
| }, |
| "tags": [ |
| "icml2026-repro", |
| "paper-NJes6aeTem" |
| ], |
| "updated_at": "2026-08-02T12:13:40+00:00", |
| "root": { |
| "slug": "index", |
| "title": "Reproduction: STAND: Self-Aware Precondition Induction for Interactive Task Learning", |
| "file": "pages/index.md", |
| "children": [ |
| { |
| "slug": "executive-summary", |
| "title": "Executive summary", |
| "file": "pages/executive-summary/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-1-synthetic-task-accuracy-vs-decision-tree-rf-xgboost-neuralnet-baselines", |
| "title": "Claim 1: Synthetic-task accuracy vs decision tree/RF/XGBoost/NeuralNet baselines", |
| "file": "pages/claim-1-synthetic-task-accuracy-vs-decision-tree-rf-xgboost-neuralnet-baselines/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-2-error-reoccurrence-fp-fn", |
| "title": "Claim 2: Error reoccurrence (FP/FN)", |
| "file": "pages/claim-2-error-reoccurrence-fp-fn/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-3-productive-monotonicity", |
| "title": "Claim 3: Productive monotonicity", |
| "file": "pages/claim-3-productive-monotonicity/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-4-calibration-near-100-predicted-probability", |
| "title": "Claim 4: Calibration near 100% predicted probability", |
| "file": "pages/claim-4-calibration-near-100-predicted-probability/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-5-active-learning-utility", |
| "title": "Claim 5: Active learning utility", |
| "file": "pages/claim-5-active-learning-utility/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-6-hyperparameter-sensitivity-lambda-p", |
| "title": "Claim 6: Hyperparameter sensitivity (lambda_p)", |
| "file": "pages/claim-6-hyperparameter-sensitivity-lambda-p/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-7-uci-noisy-dataset-benchmark-comparability", |
| "title": "Claim 7: UCI noisy-dataset benchmark comparability", |
| "file": "pages/claim-7-uci-noisy-dataset-benchmark-comparability/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-8-real-itl-domain-claims-dice-adventure-fractions-mc-addition-blocked", |
| "title": "Claim 8: Real ITL-domain claims (Dice Adventure, Fractions, MC Addition) -- BLOCKED", |
| "file": "pages/claim-8-real-itl-domain-claims-dice-adventure-fractions-mc-addition-blocked/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "conclusion", |
| "title": "Conclusion", |
| "file": "pages/conclusion/page.md", |
| "children": [] |
| } |
| ] |
| }, |
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