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Deep Q-Networks (DQN)

Neural networks meet Q-learning

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What you'll unlock:

  • 1. The DQN Architecture
  • 2. Replay Buffers
  • 3. Target Networks
  • 4. Implementing DQN for CartPole
  • 5. DQN for Atari: CNN Encoder and Preprocessing
  • 6. Common DQN Pitfalls and Debugging
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