forked from IBM/commonsense-rl
-
Notifications
You must be signed in to change notification settings - Fork 0
/
taku.py
62 lines (53 loc) · 2.79 KB
/
taku.py
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
60
61
### 让游戏给出所有可能命令的方式
def run():
from textworld import EnvInfos
from games import dataset
infos_to_request = EnvInfos(description=True, inventory=True, admissible_commands=True,won=True, lost=True,location = True,
last_action=True,game=True,facts=True,entities=True)
game_path = "/home/taku/research/commonsense-rl/games/twc/easy/train/tw-iqa-cleanup-objects1-take1-rooms1-train-M32pu02bS65MUBxV.ulx"
env, game_file_names = dataset.get_game_env(game_path, infos_to_request, 50)
obs, infos = env.reset()
return infos['admissible_commands'][0]
def printer1(obs, infos):
print(f"{obs[0]} \nNow choose 'one' command from {infos['admissible_commands'][0]}")
def get_default_env(printer = printer1):
from textworld import EnvInfos
from games import dataset
infos_to_request = EnvInfos(description=True, inventory=True, admissible_commands=True,won=True, lost=True,location = True,
last_action=True,game=True,facts=True,entities=True)
game_path = "/home/taku/research/commonsense-rl/games/twc/easy/train/tw-iqa-cleanup-objects1-take1-rooms1-train-M32pu02bS65MUBxV.ulx"
env, game_file_names = dataset.get_game_env(game_path, infos_to_request, 50)
obs, infos = env.reset()
if printer:
printer(obs[0], infos)
return env, obs[0], infos
def step(env, cmd, caller = printer1, need_reward = False):
obs, reward, is_not_terminal, infos = env.step([cmd])
if caller:
caller(obs, infos)
if not is_not_terminal:
print('\n\nGAME OVER!')
env.info = infos # Added 2024.5.23
return (obs, infos) if not need_reward else (obs, infos, reward)
LEVELS = ['easy', 'medium', 'hard']
DATASET_NAMES = ['train', 'test', 'valid']
def get_game_name(level_index = 0, game_index = 0, dataset_index = 1):
import glob
level_name = LEVELS[level_index]
dataset_name = DATASET_NAMES[dataset_index]
GAME_NAMES = glob.glob(f'/home/taku/research/zhuobinggang/commonsense-rl/games/twc/{level_name}/{dataset_name}/*ulx')
game_name = GAME_NAMES[game_index]
print(game_name)
return game_name
def get_game_env(level_index = 0, game_index = 0, dataset_index = 1):
game_path = get_game_name(level_index, game_index, dataset_index)
return get_game_env_by_path(game_path)
def get_game_env_by_path(game_path, need_reset = True):
from textworld import EnvInfos
from games import dataset
infos_to_request = EnvInfos(description=True, inventory=True, admissible_commands=True, won=True, lost=True,location = True,
last_action=True, facts=True,entities=True, max_score = True, moves = True, score = True)
env, game_file_names = dataset.get_game_env(game_path, infos_to_request, max_episode_steps = 50, mode = 'test')
if need_reset:
obs, infos = env.reset()
return env