A Unified Lyapunov Framework for Finite-Sample Analysis of Reinforcement Learning Algorithms.

Published in: SIGMETRICS Perform. Evaluation Rev. (2022)

Keyphrases

reinforcement learning algorithms
reinforcement learning
learning algorithm
bayesian networks
lower bound
active learning
probabilistic model
supervised learning
bayesian framework
function approximation
model free
statistical learning theory
risk minimization
uniform convergence
finite sample