A Finite Sample Complexity Bound for Distributionally Robust Q-learning.

Shengbo Wang Nian Si Jose Blanchet Zhengyuan Zhou

Published in: CoRR (2023)

Keyphrases

finite sample
uniform convergence
error bounds
worst case
sample size
learning rate
upper bound
robust optimization
statistical learning theory
lower bound
vc dimension
multi class
sufficient conditions
learning algorithm
generalization bounds
parzen window
reinforcement learning