Gugan Thoppe

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 26

Top Topics

High Dimensions

Policy Gradient Methods

Reinforcement Learning

Stochastic Approximation

Top Venues

Publications

Swetha Ganesh, Jiayu Chen, Gugan Thoppe, Vaneet Aggarwal
Global Convergence Guarantees for Federated Policy Gradient Methods with Adversaries. CoRR (2024)
S. R. Eshwar, Lucas Lopes Felipe, Alexandre Reiffers-Masson, Daniel Sadoc Menasché, Gugan Thoppe
Online Learning of Weakly Coupled MDP Policies for Load Balancing and Auto Scaling. CoRR (2024)
Swetha Ganesh, Alexandre Reiffers-Masson, Gugan Thoppe
Online Learning with Adversaries: A Differential Inclusion Analysis. CoRR (2023)
Gal Dalal, Assaf Hallak, Gugan Thoppe, Shie Mannor, Gal Chechik
SoftTreeMax: Exponential Variance Reduction in Policy Gradient via Tree Search. CoRR (2023)
Swetha Ganesh, Alexandre Reiffers-Masson, Gugan Thoppe
Online Learning with Adversaries: A Differential-Inclusion Analysis. CDC (2023)
Swetha Ganesh, Rohan Deb, Gugan Thoppe, Amarjit Budhiraja
Does Momentum Help in Stochastic Optimization? A Sample Complexity Analysis. UAI (2023)
Eshwar S. R, Shishir Kolathaya, Gugan Thoppe
Improving Sample Efficiency in Evolutionary RL Using Off-Policy Ranking. VALUETOOLS (2023)
Sanjay Bhat, Prashanth L. A., Gugan Thoppe
VaR\ and CVaR Estimation in a Markov Cost Process: Lower and Upper Bounds. CoRR (2023)
Aditya Gopalan, Gugan Thoppe
Approximate Q-learning and SARSA(0) under the ε-greedy Policy: a Differential Inclusion Analysis. CoRR (2022)
Eshwar S. R, Shishir Kolathaya, Gugan Thoppe
Improving Sample Efficiency in Evolutionary RL Using Off-Policy Ranking. CoRR (2022)
Konstantin Avrachenkov, Kishor Patil, Gugan Thoppe
Online algorithms for estimating change rates of web pages. Perform. Evaluation 153 (2022)
Gugan Thoppe, Rohan Deb, Swetha Ganesh, Amarjit Budhiraja
Does Momentum Help? A Sample Complexity Analysis. CoRR (2021)
Gugan Thoppe, Bhumesh Kumar
A Law of Iterated Logarithm for Multi-Agent Reinforcement Learning. CoRR (2021)
Gugan Thoppe, Bhumesh Kumar
A Law of Iterated Logarithm for Multi-Agent Reinforcement Learning. NeurIPS (2021)
Rahul Madhavan, Gugan Thoppe, Hemanta Makwana
Scale Invariant Solutions for Overdetermined Linear Systems with Applications to Reinforcement Learning. CoRR (2021)
Konstantin Avrachenkov, Kishor Patil, Gugan Thoppe
Online Algorithms for Estimating Change Rates of Web Pages. CoRR (2020)
Konstantin Avrachenkov, Kishor Patil, Gugan Thoppe
Change Rate Estimation and Optimal Freshness in Web Page Crawling. CoRR (2020)
Konstantin Avrachenkov, Kishor Patil, Gugan Thoppe
Change Rate Estimation and Optimal Freshness in Web Page Crawling. VALUETOOLS (2020)
Primoz Skraba, Gugan Thoppe, D. Yogeshwaran
Randomly Weighted d-Complexes: Minimal Spanning Acycles and Persistence Diagrams. Electron. J. Comb. 27 (2) (2020)
Gal Dalal, Balázs Szörényi, Gugan Thoppe
A Tale of Two-Timescale Reinforcement Learning with the Tightest Finite-Time Bound. AAAI (2020)
Gal Dalal, Balázs Szörényi, Gugan Thoppe
A Tale of Two-Timescale Reinforcement Learning with the Tightest Finite-Time Bound. CoRR (2019)
Gal Dalal, Gugan Thoppe, Balázs Szörényi, Shie Mannor
Finite Sample Analysis of Two-Timescale Stochastic Approximation with Applications to Reinforcement Learning. COLT (2018)
Gal Dalal, Balázs Szörényi, Gugan Thoppe, Shie Mannor
Finite Sample Analyses for TD(0) With Function Approximation. AAAI (2018)
Gal Dalal, Balázs Szörényi, Gugan Thoppe, Shie Mannor
Concentration Bounds for Two Timescale Stochastic Approximation with Applications to Reinforcement Learning. CoRR (2017)
Gal Dalal, Balázs Szörényi, Gugan Thoppe, Shie Mannor
Finite Sample Analysis for TD(0) with Linear Function Approximation. CoRR (2017)
Gugan Thoppe, Vivek S. Borkar
A concentration result for stochastic approximation (Extended abstract). ITA (2016)
Gugan Thoppe, Vivek S. Borkar, D. Manjunath
A stochastic Kaczmarz algorithm for network tomography. Autom. 50 (3) (2014)
Gugan Thoppe, Vivek S. Borkar, Dinesh Garg
An Improved Block Coordinate Descent Method for Quadratic Programming in High Dimensions. CoRR (2014)
Gugan Thoppe
Generalized Network Tomography CoRR (2012)
Gugan Thoppe
Generalized network tomography. Allerton Conference (2012)