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Sample Complexity of Asynchronous Q-Learning: Sharper Analysis and Variance Reduction.

Gen LiYuting WeiYuejie ChiYuantao GuYuxin Chen
Published in: IEEE Trans. Inf. Theory (2022)
Keyphrases
  • sample complexity
  • variance reduction
  • learning algorithm
  • maximum likelihood
  • pac learning
  • machine learning
  • theoretical analysis
  • sample size
  • learning problems
  • gradient estimation