File size: 1,948 Bytes
b3c660d |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 |
{
"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"
}
|