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{"type":"item.completed","item":{"id":"item_2","type":"agent_message","text":"```python\nimport numpy as np\nA={n:a.copy() for n,a in dict(np.load(\"/work/policy_v8.npz\")).items()}\n\n# On a nine-line board the centre is strategically close to every side.\n# Use a symmetric centre/fourth-line opening prior, decaying to zero as\n# 24 stones accumulate; keep all tactical and later-game rules unchanged.\nfor p in range(81):\n    r,c=divmod(p,9)\n    rr,cc=min(r,8-r),min(c,8-c)\n    if (rr,cc)==(4,4):\n        opening=2.0\n    elif (rr,cc)==(3,3):\n        opening=1.5\n    elif (rr,cc) in [(3,4),(4,3)]:\n        opening=1.1\n    elif (rr,cc) in [(2,3),(3,2)]:\n        opening=0.5\n    else:\n        opening=0.0\n    A[\"out.W\"][489,p]=1.8*opening/24\n\nfor name in NAMES: save(name,A[name])\nnp.savez(\"/work/policy_v9.npz\",**A)\nprint(\"Saved symmetric nine-line centre-control opening prior.\")\n```\n"}}
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