Finite-Sample Analysis for SARSA and Q-Learning with Linear Function Approximation.

Shaofeng Zou Tengyu Xu Yingbin Liang

Published in: CoRR (2019)

Keyphrases

function approximation
reinforcement learning
function approximators
temporal difference learning
tile coding
radial basis function
finite sample
temporal difference
learning tasks
model free
reinforcement learning algorithms
mountain car
machine learning
sample size
statistical learning theory