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Shaan Ul Haque — most-cited papers & profile · Reinforcement Learning
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Shaan Ul Haque
5
papers ·
0
citations ·
2
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Most-cited papers
Finite-Time Bounds for Two-Time-Scale Stochastic Approximation with Arbitrary Norm Contractions and Markovian Noise
2025
A Non-Asymptotic Theory of Seminorm Lyapunov Stability: From Deterministic to Stochastic Iterative Algorithms
2025
Tight Finite Time Bounds of Two-Time-Scale Linear Stochastic Approximation with Markovian Noise
2024
Concentration bounds for SSP Q-learning for average cost MDPs
2022
Stochastic Approximation with Unbounded Markovian Noise: A General-Purpose Theorem
2024
Top co-authors
Siva Theja Maguluri
· 2
and Siva Theja Maguluri
· 1
Nicholas Bambos
· 1
Sajad Khodadadian
· 1
Sheng Zhang
· 1
Siddharth Chandak
· 1
Vivek S. Borkar
· 1
Zaiwei Chen
· 1
Zhe Zhang
· 1
Topics
Value-Based
Model-Based RL
Offline RL
Game AI
Multi-Agent
Policy Gradient