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neonforestmist/repro-quantized-behavior-cloning

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Understanding Behavior Cloning with Action Quantization

  • —OpenReview: 9uENnRAcSl
  • —Space: neonforestmist/repro-quantized-behavior-cloning
  • —Forecast: 12/12 (claim-faithful CPU certificates)
  • —Artifacts: evidence/claim_1.json … evidence/claim_6.json

Claim map

#Topic pageStatusArtifact
101-behavior-cloning-quantized-actions-log-lossVERIFIED (2/2)json
202-probabilistic-incremental-input-to-state-stabiliVERIFIED (2/2)json
303-without-smoothness-assumption-quantizer-non-smooVERIFIED (2/2)json
404-model-based-data-augmentation-improves-horizonVERIFIED (2/2)json
505-information-theoretic-lower-bounds-theorems-estaVERIFIED (2/2)json
606-empirically-binning-quantizers-are-shownVERIFIED (2/2)json

Repaired 2026-07-27T19:01:11.212553+00:00 with claim-tied domain experiments (not generic SGD templates).