def trainingFactor(initialValue, adjustingSize, trainingTimes, numOfValues):
RaisedPlayer.raiseThreshold = initialValue
maxValue = 0
for j in range(0, numOfValues):
totalResult = 0
print("The factor:", RaisedPlayer.raiseThreshold)
for k in range(0, trainingTimes):
config = setup_config(max_round=100, initial_stack=10000, small_blind_amount=10)
# config.register_player(name="call_player", algorithm=CallPlayer())
# config.register_player(name="random", algorithm=RandomPlayer())
config.register_player(name="runable", algorithm=RaisedPlayer())
config.register_player(name="search", algorithm=SearchPlayer())
game_result = start_poker(config, verbose=1)
print game_result
totalResult += game_result['players'][0]['stack']
# To change the variables of the function
# print("The factor:", AlphaBeta.factors[0])
aveResult = totalResult/trainingTimes
print("The aveResult:", aveResult)
maxValue = max(aveResult, maxValue)
if (aveResult == maxValue):
optimalFactor = RaisedPlayer.raiseThreshold
print("Current Max", maxValue, "current optimalFactor:", optimalFactor)
trainingResult = "raiseThreshold value:" + str(RaisedPlayer.raiseThreshold) + "aveResult:" + str(aveResult)
import cPickle
result = open('trainingResult' + ' raiseThreshold' + str(RaisedPlayer.raiseThreshold)+ '.pkl', 'w')
cPickle.dump(trainingResult, result)
print game_result
RaisedPlayer.raiseThreshold += adjustingSize
return optimalFactor
def testperf(agent_name1, agent1, agent_name2, agent2):
# Init to play 500 games of 1000 rounds
num_game = 500
max_round = 1000
initial_stack = 10000
smallblind_amount = 20
# Init pot of players
agent1_pot = 0
agent2_pot = 0
# Setting configuration
config = setup_config(max_round=max_round,
initial_stack=initial_stack,
small_blind_amount=smallblind_amount)
# Register players
config.register_player(name=agent_name1, algorithm=RandomPlayer())
config.register_player(name=agent_name2, algorithm=RaisedPlayer())
# config.register_player(name=agent_name1, algorithm=agent1())
# config.register_player(name=agent_name2, algorithm=agent2())
# Start playing num_game games
for game in range(1, num_game + 1):
print("Game number: ", game)
game_result = start_poker(config, verbose=0)
agent1_pot = agent1_pot + game_result['players'][0]['stack']
agent2_pot = agent2_pot + game_result['players'][1]['stack']
print("\n After playing {} games of {} rounds, the results are: ".format(
num_game, max_round))
# print("\n Agent 1's final pot: ", agent1_pot)
print("\n " + agent_name1 + "'s final pot: ", agent1_pot)
print("\n " + agent_name2 + "'s final pot: ", agent2_pot)
# print("\n ", game_result)
# print("\n Random player's final stack: ", game_result['players'][0]['stack'])
# print("\n " + agent_name + "'s final stack: ", game_result['players'][1]['stack'])
if (agent1_pot < agent2_pot):
print("\n Congratulations! " + agent_name2 + " has won.")
elif (agent1_pot > agent2_pot):
print("\n Congratulations! " + agent_name1 + " has won.")
# print("\n Random Player has won!")
else:
Print("\n It's a draw!")
from pypokerengine.api.game import setup_config, start_poker
from raise_player import RaisedPlayer
from call_player import CallPlayer
from randomplayer import RandomPlayer
from nino_with_c import RTPlayer
import pprint
import matplotlib.pyplot as plt
#TODO:config the config as our wish
rtplayer = RTPlayer()
for i in range(15):
config = setup_config(max_round=1000,
initial_stack=10000,
small_blind_amount=10)
config.register_player(name="f1", algorithm=RaisedPlayer())
config.register_player(name="FT2", algorithm=rtplayer)
game_result = start_poker(config, verbose=0)
pp = pprint.PrettyPrinter(indent=0)
pp.pprint(game_result)
pp.pprint(rtplayer.step_theta)
y_val_list = rtplayer.get_result()
print(len(y_val_list))
x_val_list = list(range(1, len(y_val_list) + 1))
print(len(x_val_list))
plt.scatter(x_val_list, y_val_list, s=10)
plt.title("Result ")
plt.xlabel("Number")
from pypokerengine.api.game import setup_config, start_poker
from randomplayer import RandomPlayer
from raise_player import RaisedPlayer
from rate_player import RatePlayer
from all_raise_player import AllRaisePlayer
from search_player import SearchPlayer
from simulation_player import ProbabilityPlayer
# config.register_player(name="call_player", algorithm=CallPlayer())
# config.register_player(name="random", algorithm=RandomPlayer())
RaisedPlayer = RaisedPlayer()
for i in range(20):
config = setup_config(max_round=10, initial_stack=10000, small_blind_amount=10)
config.register_player(name="runable", algorithm=RaisedPlayer)
config.register_player(name="allraise", algorithm=AllRaisePlayer())
#TODO:config the config as our wish
game_result = start_poker(config, verbose=1)
print RaisedPlayer.root
import cPickle
# result = open('result' + str(i) + '.pkl', 'w')
# cPickle.dump(RaisedPlayer.result, result)
print RaisedPlayer.result
ouf = open('tree.pkl', 'w')
cPickle.dump(RaisedPlayer.tree, ouf)
print game_result
from pypokerengine.api.game import setup_config, start_poker from randomplayer import RandomPlayer from raise_player import RaisedPlayer from CFRAgent import CFRAgent #TODO:config the config as our wish config = setup_config(max_round=10, initial_stack=10000, small_blind_amount=10) config.register_player(name="AlwaysRaisedPlayer", algorithm=RaisedPlayer()) config.register_player(name="CFRAgent", algorithm=CFRAgent()) game_result = start_poker(config, verbose=1)
