def test_sevenking_dqn(self):
import logging
roomai.set_loglevel(logging.DEBUG)
env = roomai.sevenking.SevenKingEnv()
model = SevenKingModel_ThreePlayers()
algo = dqn.DqnAlgorithm()
algo.train(env=env, model=model, params={"num_normal_players": 3})
opponents = [roomai.common.RandomPlayer() for i in range(2)]
scores = algo.eval(model=model, env=env, opponents=opponents)
print(scores)
def test_sevenking_dqn(self):
import logging
roomai.set_loglevel(logging.DEBUG)
env = roomai.sevenking.SevenKingEnv()
player = SevenKingModel_ThreePlayers()
algo = DqnAlgorithm()
opponents = [roomai.common.RandomPlayer() for i in range(2)]
algo.train(env=env,
players=[player] + opponents +
[roomai.common.RandomPlayerChance()],
params={
"num_normal_players": 3,
"num_iters": 1
})
opponents = [roomai.common.RandomPlayer() for i in range(2)]
def setUp(self):
import logging
roomai.set_loglevel(logging.DEBUG)
#!/bin/python
import unittest
import roomai.bridge
import roomai
import roomai.common
from functools import cmp_to_key
def compare_action(a, b):
return a.key > b.key
if __name__ == "__main__":
import time
import logging
roomai.set_loglevel(logging.DEBUG)
start = time.time()
for iter in range(1000):
env = roomai.bridge.BridgeEnv()
allcards = list(roomai.bridge.AllBridgePlayingPokerCards.values())
allcards.sort(key=cmp_to_key(roomai.common.PokerCard.compare))
infos, public_state, person_states, private_state = env.init(
{"start_turn": 0})
env.__deepcopy__()
#### bidding stage
action = roomai.bridge.BridgeAction.lookup("bidding_bid_A_Heart")
infos, public_state, person_states, private_state = env.forward(action)
action = roomai.bridge.BridgeAction.lookup("bidding_double")
infos, public_state, person_states, private_state = env.forward(action)
action = roomai.bridge.BridgeAction.lookup("bidding_pass")