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Georgios B. Giannakis — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Georgios B. Giannakis
12
papers ·
317
citations ·
135
h-index
University of Minnesota · Minnesota Department of Education · University of Minnesota System
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
A Multistep Lyapunov Approach for Finite-Time Analysis of Biased Stochastic Approximation
2019 · 25 citations
Finite-Sample Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation
2019 · 7 citations
Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning
2018 · 3 citations
Robust and Adaptive Temporal-Difference Learning Using An Ensemble of Gaussian Processes
2021 · 1 citations
Deep Reinforcement Learning for Adaptive Caching in Hierarchical Content Delivery Networks
2019
Top co-authors
Gang Wang
· 3
Alireza Sadeghi
· 1
and Tamer Ba\c{s}ar
· 1
and Zaiyue Yang
· 1
Bingcong Li
· 1
Jun Sun
· 1
Kaiqing Zhang
· 1
Qin Lu
· 1
Qinmin Yang
· 1
Tianyi Chen
· 1
Topics
Value-Based
Multi-Agent
Model-Based RL
Policy Gradient