conftrace_

two-timescale stochastic approximation

4 papers

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Also known as

TTSA

Co-occurring keywords · papers mentioning both

markovian noise (2) finite-time analysis (2) central limit theorem (1) gradient-based temporal difference (1) nonlinear function approximation (1) step size schedule (1) neural network function approximation (1) linear stochastic approximation (1) whittle index policy (1) markov noise (1)

Papers

Gaussian Approximation for Two-Timescale Linear Stochastic Approximation AAAI 2026 Central Limit Theorem for Two-Timescale Stochastic Approximation with Markovian Noise: Theory and Applications AISTATS 2024 Finite-Time Analysis of Whittle Index based Q-Learning for Restless Multi-Armed Bandits with Neural Network Function Approximation NeurIPS 2023 Finite Time Analysis of Linear Two-timescale Stochastic Approximation with Markovian Noise COLT 2020