質問編集履歴
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エラー文をすべてテキストにした
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pip isntall --upgrade --user pyqt5==5.12
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pip isntall imageio
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現在、強化学習の勉強をしておりAtariにある「breakout」の学習を行っているのですが、その際に以下
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現在、強化学習の勉強をしておりAtariにある「breakout」の学習を行っているのですが、その際に以下ようなエラーが出てしまいます。なお、書籍のホームページからダウンロードできた「breakout.py」というソースコードを実行しました。
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(openai_gym) C:\Users\kouse\OneDrive\デスクトップ\sample\5_Atari環境の攻略\1_Atari環境の学習>python breakout.py
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C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\tensorflow\python\framework\dtypes.py:516: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
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_np_qint8 = np.dtype([("qint8", np.int8, 1)])
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C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\tensorflow\python\framework\dtypes.py:517: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
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_np_quint8 = np.dtype([("quint8", np.uint8, 1)])
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C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\tensorflow\python\framework\dtypes.py:518: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
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_np_qint16 = np.dtype([("qint16", np.int16, 1)])
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C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\tensorflow\python\framework\dtypes.py:519: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
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_np_quint16 = np.dtype([("quint16", np.uint16, 1)])
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C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\tensorflow\python\framework\dtypes.py:520: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
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_np_qint32 = np.dtype([("qint32", np.int32, 1)])
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C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\tensorflow\python\framework\dtypes.py:525: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
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np_resource = np.dtype([("resource", np.ubyte, 1)])
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C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:541: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
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_np_qint8 = np.dtype([("qint8", np.int8, 1)])
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C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:542: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
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_np_quint8 = np.dtype([("quint8", np.uint8, 1)])
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C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:543: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
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_np_qint16 = np.dtype([("qint16", np.int16, 1)])
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C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:544: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
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_np_quint16 = np.dtype([("quint16", np.uint16, 1)])
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C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:545: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
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_np_qint32 = np.dtype([("qint32", np.int32, 1)])
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C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:550: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
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np_resource = np.dtype([("resource", np.ubyte, 1)])
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C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\stable_baselines\__init__.py:33: UserWarning: stable-baselines is in maintenance mode, please use [Stable-Baselines3 (SB3)](https://github.com/DLR-RM/stable-baselines3) for an up-to-date version. You can find a [migration guide](https://stable-baselines3.readthedocs.io/en/master/guide/migration.html) in SB3 documentation.
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"stable-baselines is in maintenance mode, please use [Stable-Baselines3 (SB3)](https://github.com/DLR-RM/stable-baselines3) for an up-to-date version. You can find a [migration guide](https://stable-baselines3.readthedocs.io/en/master/guide/migration.html) in SB3 documentation."
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WARNING:tensorflow:From C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\stable_baselines\common\misc_util.py:26: The name tf.set_random_seed is deprecated. Please use tf.compat.v1.set_random_seed instead.
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Traceback (most recent call last):
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File "breakout.py", line 64, in <module>
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main()
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File "breakout.py", line 27, in main
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train_env = DummyVecEnv([make_env(ENV_ID, i) for i in range(NUM_ENV)])
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File "C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\stable_baselines\common\vec_env\dummy_vec_env.py", line 23, in __init__
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self.envs = [fn() for fn in env_fns]
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File "C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\stable_baselines\common\vec_env\dummy_vec_env.py", line 23, in <listcomp>
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self.envs = [fn() for fn in env_fns]
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File "breakout.py", line 16, in _init
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env = gym.make(env_id)
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File "C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\gym\envs\registration.py", line 184, in make
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return registry.make(id, **kwargs)
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File "C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\gym\envs\registration.py", line 106, in make
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env = spec.make(**kwargs)
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File "C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\gym\envs\registration.py", line 75, in make
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cls = load(self.entry_point)
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File "C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\gym\envs\registration.py", line 18, in load
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mod = importlib.import_module(mod_name)
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File "C:\Users\kouse\anaconda3\envs\openai_gym\lib\importlib\__init__.py", line 127, in import_module
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return _bootstrap._gcd_import(name[level:], package, level)
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File "<frozen importlib._bootstrap>", line 1006, in _gcd_import
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File "<frozen importlib._bootstrap>", line 983, in _find_and_load
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File "<frozen importlib._bootstrap>", line 967, in _find_and_load_unlocked
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File "<frozen importlib._bootstrap>", line 677, in _load_unlocked
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File "<frozen importlib._bootstrap_external>", line 728, in exec_module
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File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
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File "C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\gym\envs\atari\__init__.py", line 1, in <module>
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from gym.envs.atari.atari_env import AtariEnv
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File "C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\gym\envs\atari\atari_env.py", line 9, in <module>
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import atari_py
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File "C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\atari_py\__init__.py", line 1, in <module>
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from .ale_python_interface import *
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File "C:\Users\kouse\anaconda3\envs\openai_gym\lib\site-packages\atari_py\ale_python_interface.py", line 18, in <module>
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'ale_interface/ale_c.dll'))
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File "C:\Users\kouse\anaconda3\envs\openai_gym\lib\ctypes\__init__.py", line 442, in LoadLibrary
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return self._dlltype(name)
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File "C:\Users\kouse\anaconda3\envs\openai_gym\lib\ctypes\__init__.py", line 364, in __init__
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self._handle = _dlopen(self._name, mode)
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OSError: [WinError 126] 指定されたモジュールが見つかりません。
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自分で調べたところ、何やら「dllファイル」というものが不足しているらしいということが分かったのですが、どのdllファイルが不足しているのか、また不足しているdllファイルの探し方が分かりません。ですので、不足しているdllファイルの探し方について教えていただきたいです。なお、stable-baselines自体は正常に動作していました。atariを実行しようとするとエラーが出てしまうといった状況です。
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よろしくお願いします。
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1
環境構築について詳しくしました。
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**環境構築**
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参考にした書籍:https://www.borndigital.co.jp/book/17130.html
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①仮想環境の構築
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conda create -n openai_gym python=3.7 anaconda
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conda active openai_gym
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pip install tensorflow==1.14.0
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②stable-baselinesのインストール
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pip install stable-baselines[mpi]
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pip install --upgrade --user pyqtwebengine==5.12
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pip isntall --upgrade --user pyqt5==5.12
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pip isntall imageio
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現在、強化学習の勉強をしておりAtariにある「breakout」の学習を行っているのですが、その際に以下の写真のようなエラーが出てしまいます。
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