Thoppe, Gugan

10 publications

ICML 2025 Policy Gradient with Tree Expansion Gal Dalal, Assaf Hallak, Gugan Thoppe, Shie Mannor, Gal Chechik

NeurIPS 2025 Sequential Attention-Based Sampling for Histopathological Analysis Tarun G, Naman Malpani, Gugan Thoppe, Devarajan Sridharan

TMLR 2024 Global Convergence Guarantees for Federated Policy Gradient Methods with Adversaries Swetha Ganesh, Jiayu Chen, Gugan Thoppe, Vaneet Aggarwal

ICMLW 2024 Reinforcement Learning with Quasi-Hyperbolic Discounting S R Eshwar, Nibedita Roy, Gugan Thoppe

ICML 2024 Risk Estimation in a Markov Cost Process: Lower and Upper Bounds Gugan Thoppe, L A Prashanth, Sanjay P. Bhat

ICMLW 2024 Should You Trust DQN? Aditya Gopalan, Gugan Thoppe

UAI 2023 Does Momentum Help in Stochastic Optimization? a Sample Complexity Analysis. Swetha Ganesh, Rohan Deb, Gugan Thoppe, Amarjit Budhiraja

AAAI 2020 A Tale of Two-Timescale Reinforcement Learning with the Tightest Finite-Time Bound Gal Dalal, Balázs Szörényi, Gugan Thoppe

AAAI 2018 Finite Sample Analyses for TD(0) with Function Approximation Gal Dalal, Balázs Szörényi, Gugan Thoppe, Shie Mannor

COLT 2018 Finite Sample Analysis of Two-Timescale Stochastic Approximation with Applications to Reinforcement Learning Gal Dalal, Gugan Thoppe, Balázs Szörényi, Shie Mannor