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21c7db9 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 | #!/usr/bin/env python3
"""Train dosing GRPO-like policy."""
from __future__ import annotations
import json
import os
from pathlib import Path
import sys
ROOT = Path(__file__).resolve().parents[1]
if str(ROOT) not in sys.path:
sys.path.insert(0, str(ROOT))
from app.training.dosing_grpo import train_dosing_grpo
def main() -> None:
root = Path(__file__).resolve().parents[1]
episodes = int(os.getenv("POLYGUARD_DOSING_EPISODES", "6"))
result = train_dosing_grpo(episodes=episodes, checkpoint_dir=root / "checkpoints")
out = root / "outputs" / "reports"
out.mkdir(parents=True, exist_ok=True)
(out / "dosing_grpo.json").write_text(json.dumps(result, ensure_ascii=True, indent=2), encoding="utf-8")
print("dosing_grpo_done")
if __name__ == "__main__":
main()
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