Co-occurring keywords
stochastic approximation
(101)
temporal difference learning
(149)
two-timescale stochastic approximation
(4)
finite-time analysis
(31)
richardson-romberg extrapolation
(2)
variational inequalities
(5)
high-order error bound
(1)
central limit theorem
(19)
gradient-based temporal difference
(1)
nonlinear function approximation
(11)
Papers
Asymptotic and Finite Sample Analysis of Nonexpansive Stochastic Approximations with Markovian Noise
AAAI 2026
The ODE Method for Stochastic Approximation and Reinforcement Learning with Markovian Noise
JMLR 2025
Central Limit Theorem for Two-Timescale Stochastic Approximation with Markovian Noise: Theory and Applications
AISTATS 2024