def run(arg):
start_time = time.time()
game_number = int(arg[1])
# PLAY_TYPE = 'step'
# PLAY_TYPE = 'batch'
# PLAY_TYPE = 'play'
# Run the local debugger
engine = LocalEngine(game=None)
if game_number > 0:
qbot = QLearnBot(engine.GetWorld(), load_file='saved_bots/qbot.json')
else:
# init qbot with weights 0
qbot = QLearnBot(engine.GetWorld(), load_file=None)
qbot.set_features(
CompositingFeatures(AdvancedFeatures(), AdvancedFeatures()))
qbot.set_weights([0 for j in range(0, qbot.features.num_features())])
# Generate and play on random 30 x 30 map
random_map = SymmetricMap(min_dim=50, max_dim=50)
random_map.random_walk_map()
fp = file("src/maps/2player/my_random.map", "w")
fp.write(random_map.map_text())
fp.close()
# set up a game between current qbot and GreedyBot
engine.AddBot(qbot)
engine.AddBot(GreedyBot(engine.GetWorld()))
qbot.ngames = game_number + 1
engine.Run(PLAY_TYPE,
arg + ["--run", "-m", "src/maps/2player/my_random.map"])
qbot.save('saved_bots/qbot.json')
# this is an easy way to look at the weights
#qbot.save_readable('saved_bots/qbot-game-%d.txt' % game_number)
end_time = time.time()
print 'training done, delta time = ', end_time - start_time
def run(arg):
start_time = time.time()
game_number = int(arg[1])
# PLAY_TYPE = 'step'
# PLAY_TYPE = 'batch'
# PLAY_TYPE = 'play'
# Run the local debugger
engine = LocalEngine(game=None)
if game_number > 0:
qbot = QLearnBot(engine.GetWorld(), load_file='saved_bots/qbot.json')
else:
# init qbot with weights 0
qbot = QLearnBot(engine.GetWorld(), load_file=None)
qbot.set_features(CompositingFeatures(AdvancedFeatures(), AdvancedFeatures()))
qbot.set_weights([0 for j in range (0, qbot.features.num_features())])
# Generate and play on random 30 x 30 map
random_map = SymmetricMap(min_dim=50, max_dim=50)
random_map.random_walk_map()
fp = file("src/maps/2player/my_random.map", "w")
fp.write(random_map.map_text())
fp.close()
# set up a game between current qbot and GreedyBot
engine.AddBot(qbot)
engine.AddBot(GreedyBot(engine.GetWorld()))
qbot.ngames = game_number + 1
engine.Run(PLAY_TYPE, arg + ["--run", "-m", "src/maps/2player/my_random.map"])
qbot.save('saved_bots/qbot.json')
# this is an easy way to look at the weights
#qbot.save_readable('saved_bots/qbot-game-%d.txt' % game_number)
end_time = time.time()
print 'training done, delta time = ', end_time-start_time
PLAY_TYPE = 'play'
# Run the local debugger
engine = LocalEngine(game=None)
if game_number > 0:
qbot = QLearnBot(engine.GetWorld(), load_file='saved_bots/qbot.json')
else:
# init qbot with weights 0
qbot = QLearnBot(engine.GetWorld(), load_file=None)
qbot.set_features(CompositingFeatures(BasicFeatures(),
BasicFeatures()))
qbot.set_weights([0 for j in range(0, qbot.features.num_features())])
# Generate and play on random 30 x 30 map
random_map = SymmetricMap(min_dim=50, max_dim=50)
random_map.random_walk_map()
fp = file("src/maps/2player/my_random.map", "w")
fp.write(random_map.map_text())
fp.close()
# set up a game between current qbot and GreedyBot
engine.AddBot(qbot)
engine.AddBot(GreedyBot(engine.GetWorld()))
qbot.ngames = game_number + 1
engine.Run(PLAY_TYPE,
sys.argv + ["--run", "-m", "src/maps/2player/my_random.map"])
qbot.save('saved_bots/qbot.json')
# this is an easy way to look at the weights
qbot.save_readable('saved_bots/qbot-game-%d.txt' % game_number)
if game_number > 0:
qbot1 = QLearnBot(engine.GetWorld(), load_file='saved_bots/qbot1.json')
qbot2 = QLearnBot(engine.GetWorld(), load_file='saved_bots/qbot2.json')
else:
# init qbot with weights 0
qbot1 = QLearnBot(engine.GetWorld(), load_file=None)
qbot1.set_features(CompositingFeatures(BasicFeatures(), QualifyingFeatures()))
qbot1.set_weights([0 for j in range (0, qbot1.features.num_features())])
qbot2 = QLearnBot(engine.GetWorld(), load_file=None)
qbot2.set_features(CompositingFeatures(BasicFeatures(), QualifyingFeatures()))
qbot2.set_weights([0 for j in range (0, qbot2.features.num_features())])
# Generate and play on random 30 x 30 map
random_map = SymmetricMap(min_dim=30, max_dim=30)
random_map.random_walk_map()
fp = file("src/maps/2player/my_random.map", "w")
fp.write(random_map.map_text())
fp.close()
qbot1.ngames = game_number + 1
qbot2.ngames = game_number + 1
if game_number % 5 == 4:
engine.AddBot(GreedyBot(engine.GetWorld()))
engine.AddBot(qbot1)
engine.Run(sys.argv + ["--run", "-m", "src/maps/2player/my_random.map", "-t", str(MAX_TURNS)], run_mode=PLAY_TYPE)
engine = LocalEngine(game=None, run_mode=PLAY_TYPE)
engine.AddBot(GreedyBot(engine.GetWorld()))
engine.AddBot(qbot2)
engine.Run(sys.argv + ["--run", "-m", "src/maps/2player/my_random.map", "-t", str(MAX_TURNS)], run_mode=PLAY_TYPE)
