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TensorFlow and Deep Reinforcement Learning, Without a PhD - Google I/O '18

TensorFlow and Deep Reinforcement Learning, Without a PhD - Google I/O '18

TensorFlow via YouTube Direct link

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TensorFlow and Deep Reinforcement Learning, Without a PhD - Google I/O '18

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  1. 1 Intro
  2. 2 Dense neural network
  3. 3 Activation functions
  4. 4 Success?
  5. 5 Pong?
  6. 6 Policy gradients
  7. 7 Policy network
  8. 8 Gradient descent
  9. 9 Playing a game
  10. 10 Training loop
  11. 11 Learned weights
  12. 12 Tools: Cloud Machine Learning Engine

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