{
  "origin": {
    "name": "rlupus",
    "source": "https://github.com/brendon-boldt/rl_werewolf",
    "upstream_source": "https://github.com/nicofirst1/rl_werewolf",
    "paper": "https://arxiv.org/abs/2106.05018"
  },
  "system": {
    "game_type": "conversation",
    "game_subtype": "social_deduction",
    "observation_type": "vector",
    "observation_continuous": false,
    "multi_step": true,
    "data_source": null,
    "seeding_available": false,
    "symmetric_agents": true,
    "more_than_2_agents": true,
    "multi_utterance": true,
    "variants": {
      "9-player.run-0": {
        "message_length": 9,
        "vocab_size": 9,
        "note": "reached 0.88 WR (win rate) in 38 hours (no automatic stopping)"
      },
      "9-player.run-1": {
        "message_length": 9,
        "vocab_size": 9,
        "note": "reached 0.44 WR, stopped at 48 hours"
      },
      "9-player.run-2": {
        "message_length": 9,
        "vocab_size": 9,
        "note": "reached 0.44 WR, stopped at 48 hours"
      },
      "9-player.run-3": {
        "message_length": 9,
        "vocab_size": 9,
        "note": "reached 0.44 WR, stopped at 37 hours"
      },
      "21-player.run-0": {
        "message_length": 21,
        "vocab_size": 21,
        "note": "reached 0.88 WR in 34 hours (no automatic stopping)"
      },
      "21-player.run-1": {
        "message_length": 21,
        "vocab_size": 21,
        "note": "reached 0.55 WR, stopped at 48 hours"
      },
      "21-player.run-2": {
        "message_length": 21,
        "vocab_size": 21,
        "note": "reached 0.85 WR in 28 hours"
      }
    }
  },
  "notes": "This environment is somewhat unstable and does not provide random seeding, so reproducing exact results is tricky.  Nevertheless, environment converge about half of the time (i.e., reach 85% villager win rate before 48 hours of training). 9 player (~11M steps per hour). 21 player (~4M steps per hour).\n"
}