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Simple and Optimal Methods for Stochastic Variational Inequalities, II: Markovian Noise and Policy Evaluation in Reinforcement Learning.
Georgios Kotsalis
Guanghui Lan
Tianjiao Li
Published in:
SIAM J. Optim. (2022)
Keyphrases
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reinforcement learning
function approximation
monte carlo
model free
policy evaluation
variational inequalities
machine learning
optimal solution
learning algorithm
worst case
sensitivity analysis
density estimation
optimal control
statistical inference