t81_558_class_12_04_atari.ipynb

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    "# T81-558: Applications of Deep Neural Networks\n",
    "**Module 12: Deep Learning and Security**\n",
    "* Instructor: [Jeff Heaton](https://sites.wustl.edu/jeffheaton/), McKelvey School of Engineering, [Washington University in St. Louis](https://engineering.wustl.edu/Programs/Pages/default.aspx)\n",
    "* For more information visit the [class website](https://sites.wustl.edu/jeffheaton/t81-558/)."
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    "# Module Video Material\n",
    "\n",
    "Main video lecture:\n",
    "\n",
    "* Part 12.1: Introduction to the OpenAI Gym [[Video]](https://www.youtube.com/playlist?list=PLjy4p-07OYzulelvJ5KVaT2pDlxivl_BN) [[Notebook]](t81_558_class_12_reinforcement.ipynb)\n",
    "* Part 12.2: Introduction to Q-Learning for Keras [[Video]](https://www.youtube.com/playlist?list=PLjy4p-07OYzulelvJ5KVaT2pDlxivl_BN) [[Notebook]](t81_558_class_12_reinforcement.ipynb)\n",
    "* Part 12.3: Keras Q-Learning in the OpenAI Gym [[Video]](https://www.youtube.com/playlist?list=PLjy4p-07OYzulelvJ5KVaT2pDlxivl_BN) [[Notebook]](t81_558_class_12_reinforcement.ipynb)\n",
    "* **Part 12.4: Atari Games with Keras Neural Networks** [[Video]](https://www.youtube.com/playlist?list=PLjy4p-07OYzulelvJ5KVaT2pDlxivl_BN) [[Notebook]](t81_558_class_12_reinforcement.ipynb)\n",
    "* 12.5: How Alpha Zero used Reinforcement Learning to Master Chess [[Video]](https://www.youtube.com/playlist?list=PLjy4p-07OYzulelvJ5KVaT2pDlxivl_BN) [[Notebook]](t81_558_class_12_reinforcement.ipynb)\n"
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   "source": [
    "# Part 12.4: Atari Games with Keras Neural Networks"
   ]
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