{
  "schema_version": 2,
  "paper": "2610.03361",
  "tier": "L1",
  "diagnostic_only": true,
  "device": "cpu",
  "dataset": "synthetic two-arm continuous-reward bandit",
  "manifest_ref": "post-training:follow-the-winners",
  "protocol": "FIFO replay, C=5, K=1, J=4, KL=0.05, SGD; identical fixed configuration across seeds; no hyperparameter search or held-out task result",
  "seeds": [
    42,
    43,
    44
  ],
  "evaluation_protocol": {
    "tier": "l1_mechanism",
    "seeds": [
      42,
      43,
      44
    ],
    "formal_comparison": false,
    "claim_policy": "mechanism execution only; no LLM, Sokoban, Search-R1 or paper-result reproduction claim"
  },
  "provenance": {
    "artifact_path": "docs/post-training/2610.03361-follow-the-winners/metrics/bandit-seeds42-44.json",
    "dataset_fingerprint": "synthetic-two-arm-rng-seeds42-44"
  },
  "metrics": {
    "best_action_probability_final_mean": 0.9684570015184123,
    "expected_reward_final_mean": 0.9779199010628886
  },
  "results": [
    {
      "seed": 42,
      "iterations": 240,
      "best_action_probability_initial": 0.5,
      "best_action_probability_final": 0.9688753747573157,
      "expected_reward_initial": 0.65,
      "expected_reward_final": 0.9782127623301209
    },
    {
      "seed": 43,
      "iterations": 240,
      "best_action_probability_initial": 0.5,
      "best_action_probability_final": 0.9686620691243468,
      "expected_reward_initial": 0.65,
      "expected_reward_final": 0.9780634483870427
    },
    {
      "seed": 44,
      "iterations": 240,
      "best_action_probability_initial": 0.5,
      "best_action_probability_final": 0.9678335606735745,
      "expected_reward_initial": 0.65,
      "expected_reward_final": 0.9774834924715021
    }
  ]
}