What is the purpose of experience replay in Deep Q-Networks?

Machine Learning Hard

Machine Learning — Hard

What is the purpose of experience replay in Deep Q-Networks?

Key points

  • Experience replay stores past transitions for training
  • Sampling random mini-batches breaks temporal correlations
  • Improves sample efficiency and training stability
  • Key concept in Deep Q-Networks

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