| 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). | |