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

Gen Li Yuting Wei Yuejie Chi Yuantao Gu Yuxin Chen

Published in: NeurIPS (2020)

Keyphrases

sample complexity
learning algorithm
variance reduction
theoretical analysis
monte carlo
reinforcement learning
support vector
high dimensional
special case
np hard
small number