# Conclusion

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  "title": "Reproduction bundle contains reproaid/ scripts, DSAC-AID/ patched fork, trainin\u2026"
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Reproduction bundle contains `repro_aid/` scripts, `DSAC-AID/` patched fork, training CSVs under `repro_aid/outputs/`, mechanism verification JSON/CSV/plot, and HF Job logs linked above. Re-run locally: `TORCHDYNAMO_DISABLE=1 python repro_aid/train_scaled.py --algorithm both --max-iteration 8000 --no-cuda`.

---
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  "created_at": "2026-07-18T10:25:40+00:00",
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  "artifact": "repro-aid-repro/repro-bundle:v1",
  "artifact_type": "dataset",
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**📦 Artifact** `repro-aid-repro/repro-bundle:v1` · dataset

trackio-artifact://repro-aid-repro/repro-bundle:v1


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**📦 Artifact** `repro-taming-aleatoric-impulse-off-policy-rl/repro-bundle:v1` · dataset

trackio-artifact://repro-taming-aleatoric-impulse-off-policy-rl/repro-bundle:v1