Risk Bounds and Rademacher Complexity in Batch Reinforcement Learning.

Yaqi Duan Chi Jin Zhiyuan Li

Published in: CoRR (2021)

Keyphrases

risk bounds
reinforcement learning
data dependent
learning algorithm
empirical risk minimization
statistical learning theory
vc dimension
stochastic processes
learning problems
parameter free
machine learning
supervised learning
labeled data
transfer learning
generalization ability
domain adaptation
pairwise