{
  "schema_version": 1,
  "source_commit": "8c368f91e556e75a90356dbf3f9ffa47990c6f4a",
  "original_generated_utc": "2026-09-18T02:22:29.3824079Z",
  "exported_on_utc": "2026-09-18",
  "source_handoff": "ai-docs/portfolio-handoff-2026-09-18",
  "verification": {
    "random": {
      "episodes": 200,
      "total_steps": 1942,
      "mean_reward_from_rounded_csv": -0.8318000000000005,
      "mean_length": 9.71
    },
    "scripted": {
      "episodes": 200,
      "total_steps": 6436,
      "mean_reward_from_rounded_csv": 5.379250000000001,
      "mean_length": 32.18
    },
    "heuristic": {
      "episodes": 200,
      "total_steps": 6436,
      "mean_reward_from_rounded_csv": 5.379250000000001,
      "mean_length": 32.18
    },
    "greedy": {
      "episodes": 200,
      "total_steps": 592,
      "mean_reward_from_rounded_csv": -0.6821000000000004,
      "mean_length": 2.96
    },
    "neuro": {
      "episodes": 200,
      "total_steps": 100000,
      "mean_reward_from_rounded_csv": -0.10000000000000007,
      "mean_length": 500
    }
  },
  "config_sha256": "02cabf7a7b29a4e7627feefb92b1099a1883e09d34bce5d269cd430bbcd1e749",
  "checkpoint_sha256": "c2e3aad09c71de6a377cac5fc52118ffc2e25b442fa747f0bfda28a47c44b68d",
  "replay_sha256": "15e9931ada6364b3a9092f9298fc7c3c6207128170b88043a039f3800f8dc0e5",
  "limitations": [
    "One small GA run, not a sweep or general performance claim.",
    "Training candidates see different maps because seeds depend on population index.",
    "Automatic post-training evaluation overlaps training seeds and is excluded from the reported comparison.",
    "Terminal-reason JSON counts are used; the standalone text timeout counter double-counts runner timeouts.",
    "CSV rewards and JSON averages are rounded to four decimal places by the CLI.",
    "Scripted and heuristic are behaviorally equivalent here, not independent algorithmic baselines.",
    "Per-episode CSV records reward and length, not terminal reasons; outcome totals come from raw aggregate JSON.",
    "The replay is illustrative heuristic play, not trained neuro play, and requires the native project viewer.",
    "Native visual playback requires --seed 20360918; the viewer does not restore the recording seed automatically.",
    "Per-episode seed metadata is derived from the declared CLI sequence, not independently emitted by the runner."
  ],
  "new_runs_during_export": false
}