Stochastic Approximation with Delayed Updates: Finite-Time Rates under
Markovian Sampling

Stochastic Approximation with Delayed Updates: Finite-Time Rates under Markovian Sampling

19 February 2024

Nicolò Dal Fabbro

Sanjeev R. Kulkarni

H. Vincent Poor

George J. Pappas

Papers citing "Stochastic Approximation with Delayed Updates: Finite-Time Rates under Markovian Sampling"

7 / 7 papers shown

Title
Achieving Tighter Finite-Time Rates for Heterogeneous Federated Stochastic Approximation under Markovian Sampling Feng Zhu Aritra Mitra Robert W. Heath FedML 36 0 0 15 Apr 2025
Robust Q-Learning under Corrupted Rewards Sreejeet Maity Aritra Mitra AAML 30 0 0 05 Sep 2024
Finite-Time Analysis of Asynchronous Multi-Agent TD Learning Nicolò Dal Fabbro Arman Adibi Aritra Mitra George J. Pappas 42 1 0 29 Jul 2024
DASA: Delay-Adaptive Multi-Agent Stochastic Approximation Nicolò Dal Fabbro Arman Adibi H. Vincent Poor Sanjeev R. Kulkarni A. Mitra George J. Pappas 39 2 0 25 Mar 2024
A Simple Finite-Time Analysis of TD Learning with Linear Function Approximation Aritra Mitra 34 3 0 04 Mar 2024
Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity Amirhossein Reisizadeh Isidoros Tziotis Hamed Hassani Aryan Mokhtari Ramtin Pedarsani FedML 172 99 0 28 Dec 2020
Reinforcement Learning with Random Delays Simon Ramstedt Yann Bouteiller Giovanni Beltrame C. Pal Jonathan Binas 117 59 0 06 Oct 2020