def command_line_parser():
"""Entry function"""
print(__doc__)
args = docopt(__doc__)
if args['--log']:
logfile = args['--log']
else:
print("Using default log file")
logfile = 'default'
model_name = args['--name'] if args['--name'] else 'dqn1'
screenloglevel = logging.INFO if not args['--screenloglevel'] else \
getattr(logging, args['--screenloglevel'].upper())
_ = get_config()
init_logger(screenlevel=screenloglevel, filename=logfile)
print(f"Screenloglevel: {screenloglevel}")
log = logging.getLogger("")
log.info("Initializing program")
if args['selfplay']:
num_episodes = 1 if not args['--episodes'] else int(args['--episodes'])
runner = SelfPlay(render=args['--render'], num_episodes=num_episodes, use_nn_equity=args['--use_nn_equity'],
use_cpp_montecarlo=args['--use_cpp_montecarlo'],
funds_plot=args['--funds_plot'],
stack=int(args['--stack']))
if args['random']:
runner.random_agents()
elif args['keypress']:
runner.key_press_agents()
elif args['consider_equity']:
runner.equity_vs_random()
elif args['equity_improvement']:
improvement_rounds = int(args['--improvement_rounds'])
runner.equity_self_improvement(improvement_rounds)
elif args['dqn_train']:
runner.dqn_train_keras_rl(model_name)
elif args['dqn_train_heads_up']:
runner.dqn_train_heads_up_keras_rl(model_name)
elif args['dqn_play']:
runner.dqn_play_keras_rl(model_name)
else:
raise RuntimeError("Argument not yet implemented")
def run_poker():
init_logger(screenlevel=logging.INFO,
filename='deepmind_pokerbot',
logdir='log')
# print(f"Screenloglevel: {screenloglevel}")
log = logging.getLogger("")
log.info("Initializing program")
# Back up the reference to the exceptionhook
sys._excepthook = sys.excepthook
log.info("Check for auto-update")
updater = UpdateChecker()
updater.check_update(version)
log.info(f"Lastest version already installed: {version}")
t1 = ThreadManager(1, "Thread-1", 1, updater)
t1.start()
def command_line_parser():
"""Entry function"""
args = docopt(__doc__)
if args['--log']:
logfile = args['--log']
else:
print("Using default log file")
logfile = 'default'
screenloglevel = logging.INFO if not args['--screenloglevel'] else \
getattr(logging, args['--screenloglevel'].upper())
_ = get_config()
init_logger(screenlevel=screenloglevel, filename=logfile)
print(f"Screenloglevel: {screenloglevel}")
log = logging.getLogger("")
log.info("Initializing program")
num_episodes = 1 if not args['--episodes'] else int(args['--episodes'])
runner = Runner(render=args['--render'], num_episodes=num_episodes)
if args['random']:
runner.random_agents()
elif args['uto']:
runner.uto_plays()
elif args['keypress']:
runner.key_press_agents()
elif args['consider_equity']:
runner.equity_vs_random()
elif args['equity_improvement']:
improvement_rounds = int(args['--improvement_rounds'])
runner.equity_self_improvement(improvement_rounds)
elif args['dqn_train']:
runner.dqn_train()
elif args['dqn_play']:
runner.dqn_play()
else:
raise RuntimeError("Argument not yet implemented")