| { | |
| "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" | |
| } | |