Deep Reinforcement Learning for Atari Games Python Tutorial - AI Plays Space Invaders

Deep Reinforcement Learning for Atari Games Python Tutorial - AI Plays Space Invaders

Nicholas Renotte via YouTube Direct link

- Applying Random Actions to RL OpenAI Environments

5 of 12

5 of 12

- Applying Random Actions to RL OpenAI Environments

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Deep Reinforcement Learning for Atari Games Python Tutorial - AI Plays Space Invaders

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  1. 1 - Start
  2. 2 - Introduction
  3. 3 - Installing Dependencies for Keras-RL and OpenAI Gym for Python
  4. 4 - Creating an OpenAI Gym Environment for Atari Space Invaders
  5. 5 - Applying Random Actions to RL OpenAI Environments
  6. 6 - Importing Tensorflow Deep Learning Dependencies
  7. 7 - Creating a Deep Learning Model Build Function
  8. 8 - Setting up a Deep Learning Model and Viewing the Architecture
  9. 9 - Importing Keras-RL Dependencies
  10. 10 - Setting up a Reinforcement Learning Agent with Keras-RL
  11. 11 - Training Reinforcement Learning Models to Play Space Invaders
  12. 12 - Testing the Model

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