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MindGamesCodeNames

Reinforcement Learning
Safetensors
game-theory
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neurips-2025
graph-neural-networks
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llm-distillation
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MindGamesCodeNames
File size: 4,387 Bytes 
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{
  "policy_vs_scripted": 0.42,
  "policy_vs_llama_base": 0.93,
  "policy_vs_llama_trained": 0.0,
  "policy_vs_qwen": 0.22,

  "elo_ratings": {
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    "llama_trained": 1589.413172204076,
    "qwen": 1524.775303670623
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  "elo_rankings": [
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    },
    {
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    },
    {
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    },
    {
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    }
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  "details": {
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      "red_wins": 84,
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      "draws": 116,
      "winrate_%": "42.00",
      "draw_rate_%": "58.00",
      "avg_game_length": "36.66",
      "assassin_losses": 82,
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      "assassin_rate_%": "41.00",
      "total_clues": 3696,
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      "correct_guesses": 517,
      "wrong_guesses": 1009,
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      "invalid_actions": 0
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      "red_wins": 93,
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      "draws": 7,
      "winrate_%": "93.00",
      "draw_rate_%": "7.00",
      "avg_game_length": "12.03",
      "assassin_losses": 15,
      "red_assassin_hits": 10,
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      "assassin_rate_%": "15.00",
      "total_clues": 604,
      "total_guesses": 167,
      "correct_guesses": 51,
      "wrong_guesses": 101,
      "guess_accuracy_%": "33.55",
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      "invalid_actions": 108
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    "policy_vs_llama_trained": {
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      "red_wins": 0,
      "blue_wins": 0,
      "draws": 100,
      "winrate_%": "0.00",
      "draw_rate_%": "100.00",
      "avg_game_length": "49.99",
      "assassin_losses": 0,
      "red_assassin_hits": 0,
      "blue_assassin_hits": 0,
      "assassin_rate_%": "0.00",
      "total_clues": 2500,
      "total_guesses": 9,
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      "wrong_guesses": 8,
      "guess_accuracy_%": "11.11",
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    "policy_vs_qwen": {
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      "winrate_%": "22.00",
      "draw_rate_%": "78.00",
      "avg_game_length": "42.60",
      "assassin_losses": 4,
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      "total_guesses": 107,
      "correct_guesses": 34,
      "wrong_guesses": 64,
      "guess_accuracy_%": "34.69",
      "passes": 140,
      "invalid_actions": 150
    },

    "llama_base_vs_qwen": {
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      "red_wins": 10,
      "blue_wins": 47,
      "draws": 3,
      "winrate_%": "16.67",
      "draw_rate_%": "5.00",
      "avg_game_length": "10.93",
      "assassin_losses": 9,
      "red_assassin_hits": 8,
      "blue_assassin_hits": 1,
      "assassin_rate_%": "15.00",
      "total_clues": 329,
      "total_guesses": 118,
      "correct_guesses": 40,
      "wrong_guesses": 69,
      "guess_accuracy_%": "36.70",
      "passes": 155,
      "invalid_actions": 91
    },

    "llama_trained_vs_qwen": {
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      "draws": 48,
      "winrate_%": "20.00",
      "draw_rate_%": "80.00",
      "avg_game_length": "43.58",
      "assassin_losses": 2,
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      "total_clues": 1316,
      "total_guesses": 64,
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      "wrong_guesses": 43,
      "guess_accuracy_%": "30.65",
      "passes": 920,
      "invalid_actions": 333
    }
  }
}