Python MyEnvの例

コード例 #1

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]

コード例 #2

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)

コード例 #3

ファイル: run_PLE.py プロジェクト: Moshiasri/deer

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)
    

コード例 #4

ファイル: run_PLE.py プロジェクト: yonglehou/deer

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,

コード例 #5

ファイル: run_PLE.py プロジェクト: qiuz/General_Deep_Q_RL

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)