Concentration of Contractive Stochastic Approximation: Additive and
Multiplicative Noise

Concentration of Contractive Stochastic Approximation: Additive and Multiplicative Noise

28 March 2023

Zaiwei Chen

Martin Zubeldia

Papers citing "Concentration of Contractive Stochastic Approximation: Additive and Multiplicative Noise"

5 / 5 papers shown

Title
$O(1/k)$ Finite-Time Bound for Non-Linear Two-Time-Scale Stochastic Approximation Siddharth Chandak 36 0 0 27 Apr 2025
Mean-Field Sampling for Cooperative Multi-Agent Reinforcement Learning Emile Anand Ishani Karmarkar Guannan Qu 83 1 0 01 Dec 2024
Rates of Convergence in the Central Limit Theorem for Markov Chains, with an Application to TD Learning R. Srikant 46 5 0 28 Jan 2024
Tight Finite Time Bounds of Two-Time-Scale Linear Stochastic Approximation with Markovian Noise Shaan ul Haque S. Khodadadian S. T. Maguluri 44 11 0 31 Dec 2023
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 343 1,968 0 04 May 2020