Checkpoint 5 - incomplete
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@@ -10,7 +10,7 @@ where:
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* ``actions`` is the **active-scan-teacher action computed from
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ground-truth sheep positions** (read off the sheep emitter).
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Combined with the existing sim demos (``training/demos_v3.npz`` by
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Combined with the existing sim demos (``training/demos.npz`` by
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default), this gives the BC student a training set that includes the
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real Webots false-positive distribution — closing the sim-to-real
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perception gap that the all-sim pipeline couldn't bridge.
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@@ -19,7 +19,7 @@ Usage::
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# Iteration 1 — merge all dagger files with sim demos, retrain
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python -m tools.dagger_merge_train \\
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--sim training/demos_v3.npz \\
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--sim training/demos.npz \\
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--out training/runs/bc_dagger1
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# Iteration 2 — drop the sim baseline, train only on Webots data
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@@ -48,7 +48,7 @@ import numpy as np
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def main() -> None:
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parser = argparse.ArgumentParser()
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parser.add_argument("--sim", default="training/demos_v3.npz",
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parser.add_argument("--sim", default="training/demos.npz",
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help="Sim demo file to mix with the Webots data. "
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"Pass --no-sim to train only on dagger data.")
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parser.add_argument("--no-sim", action="store_true",
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