strategy = None
if args.strategy == "spinny":
strategy = SpinnyStrategy()
elif args.strategy == "random":
strategy = RandomStrategy()
else:
from strategy.nn.nn_strategy import ModelStrategy
strategy = ModelStrategy(args.strategy, verbose_period=5000)
total = 0
for i in range(args.number_of_games):
game = Game()
running = True
while running:
turn_outcome = game.do_turn(
strategy.get_move(game.board(), game.score()))
if args.verbose:
game.pretty_print()
running = (turn_outcome != GAMEOVER)
strategy.notify_outcome(game.board(), game.score())
if not args.summary:
print(game.score())
total += game.score()
if not (i % 25):
print("...", i, "/", args.number_of_games)
if args.summary:
print("Strategy %s had average score %f after %d games" %
(args.strategy,
(total / args.number_of_games), args.number_of_games))
