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Gourab Ghatak — most-cited papers & profile · Reinforcement Learning
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Gourab Ghatak
5
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Most-cited papers
Order Optimal Regret Bounds for Sharpe Ratio Optimization under Thompson Sampling
2025
An Online Algorithm for Computation Offloading in Non-Stationary Environments
2020
A Change-Detection Based Thompson Sampling Framework for Non-Stationary Bandits
2020
Kolmogorov-Smirnov Test-Based Actively-Adaptive Thompson Sampling for Non-Stationary Bandits
2021
Fast Change Identification in Multi-Play Bandits and its Applications in Wireless Networks
2022
Top co-authors
Aniq Ur Rahman
· 2
Antonio De Domenico
· 1
Hardhik Mohanty
· 1
Mohammad Taha Shah
· 1
Sabrina Khurshid
· 1
Topics
cs.LG
cs.IT
math.IT
Exploration
Value-Based
Multi-Agent
Model-Based RL
stat.ML
cs.MA
cs.AI