if __name__ == "__main__":
game = Snake(width=64, height=64)
logging.basicConfig(level=logging.INFO)
# --- Parse parameters ---
parameters = process_args(sys.argv[1:], Defaults)
if parameters.deterministic:
rng = np.random.RandomState(123456)
else:
rng = np.random.RandomState()
# --- Instantiate environment ---
env = PLE_env(rng,
game=game,
frame_skip=parameters.frame_skip,
ple_options={
"display_screen": True,
"force_fps": True,
"fps": 30
})
# --- Instantiate qnetwork ---
qnetwork = MyQNetwork(env, parameters.rms_decay, parameters.rms_epsilon,
parameters.momentum, parameters.clip_delta,
parameters.freeze_interval, parameters.batch_size,
parameters.network_type, parameters.update_rule,
parameters.batch_accumulator, rng)
# --- Instantiate agent ---
agent = ALEAgent(
env, qnetwork, parameters.replay_memory_size,
max(env.inputDimensions()[i][0]
if __name__ == "__main__":
test = False
game = flappy.FlappyClone(black=True)
# game = Catcher(width=64, height=64)
logging.basicConfig(level=logging.INFO)
# --- Parse parameters ---
parameters = process_args(sys.argv[1:], Defaults)
if parameters.deterministic:
rng = np.random.RandomState(523456)
else:
rng = np.random.RandomState()
# --- Instantiate environment ---
env = PLE_env(rng, game=game, frame_skip=parameters.frame_skip,
ple_options={"display_screen": True, "force_fps":not test, "fps":30,
"rng":rng})
# --- Instantiate qnetwork ---
qnetwork = MyQNetwork(
env,
parameters.rms_decay,
parameters.rms_epsilon,
parameters.momentum,
parameters.clip_delta,
parameters.freeze_interval,
parameters.batch_size,
parameters.update_rule,
rng,
neural_network=myNN)
if __name__ == "__main__":
game = Snake(width=64, height=64)
logging.basicConfig(level=logging.INFO)
# --- Parse parameters ---
parameters = process_args(sys.argv[1:], Defaults)
if parameters.deterministic:
rng = np.random.RandomState(123456)
else:
rng = np.random.RandomState()
# --- Instantiate environment ---
env = PLE_env(rng, game=game, frame_skip=parameters.frame_skip,
ple_options={"display_screen": True, "force_fps":True, "fps":30})
# --- Instantiate qnetwork ---
qnetwork = MyQNetwork(
env,
parameters.rms_decay,
parameters.rms_epsilon,
parameters.momentum,
parameters.clip_delta,
parameters.freeze_interval,
parameters.batch_size,
parameters.network_type,
parameters.update_rule,
parameters.batch_accumulator,
rng)
if __name__ == "__main__":
game = Snake(width=64, height=64)
logging.basicConfig(level=logging.INFO)
# --- Parse parameters ---
parameters = process_args(sys.argv[1:], Defaults)
if parameters.deterministic:
rng = np.random.RandomState(123456)
else:
rng = np.random.RandomState()
# --- Instantiate environment ---
env = PLE_env(
rng,
game=game,
frame_skip=parameters.frame_skip,
ple_options={"display_screen": True, "force_fps": True, "fps": 30},
)
# --- Instantiate qnetwork ---
qnetwork = MyQNetwork(
env,
parameters.rms_decay,
parameters.rms_epsilon,
parameters.momentum,
parameters.clip_delta,
parameters.freeze_interval,
parameters.batch_size,
parameters.network_type,
parameters.update_rule,
parameters.batch_accumulator,
if __name__ == "__main__":
game = Snake(width=64, height=64)
logging.basicConfig(level=logging.INFO)
# --- Parse parameters ---
parameters = process_args(sys.argv[1:], Defaults)
if parameters.deterministic:
rng = np.random.RandomState(123456)
else:
rng = np.random.RandomState()
# --- Instantiate environment ---
env = PLE_env(rng, game=game, frame_skip=parameters.frame_skip,
ple_options={"display_screen": True, "force_fps":True, "fps":30})
# --- Instantiate qnetwork ---
qnetwork = MyQNetwork(
env,
parameters.rms_decay,
parameters.rms_epsilon,
parameters.momentum,
parameters.clip_delta,
parameters.freeze_interval,
parameters.batch_size,
parameters.network_type,
parameters.update_rule,
parameters.batch_accumulator,
rng)
