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Rahul Singh — most-cited papers & profile · Large Language Models
← authors
·
overview
Rahul Singh
17
papers ·
48
citations ·
17
h-index
University of North Carolina at Greensboro · Harvard University Press · Delhi Technological University · Maulana Azad National Institute of Technology
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Most-cited papers
Learning in Markov Decision Processes under Constraints
2020 · 15 citations
Improving Robustness via Risk Averse Distributional Reinforcement Learning
2020 · 9 citations
Sample-based Distributional Policy Gradient
2020 · 7 citations
Reward Biased Maximum Likelihood Estimation for Reinforcement Learning
2020 · 6 citations
Learning Augmented Index Policy for Optimal Service Placement at the Network Edge
2021 · 6 citations
Signed Graph Neural Networks: A Frequency Perspective
2022 · 2 citations
Reinforcement Learning for Finite-Horizon Restless Multi-Armed Multi-Action Bandits
2021 · 1 citations
Policy Gradient Methods for Non-Markovian Reinforcement Learning
2026
Resource-Efficient Emulation of Majorana Zero Mode Braiding on a Superconducting Trijunction
2026
Regret and Sample Complexity of Online Q-Learning via Concentration of Stochastic Approximation with Time-Inhomogeneous Markov Chains
2026
A Personalized Exercise Assistant using Reinforcement Learning (PEARL): Results from a four-arm Randomized-controlled Trial
2025
Whittle Index based Q-Learning for Wireless Edge Caching with Linear Function Approximation
2022
Policy Zooming: Adaptive Discretization-based Infinite-Horizon Average-Reward Reinforcement Learning
2024
Automating Patch Set Generation from Code Review Comments Using Large Language Models
2024
Provably Adaptive Average Reward Reinforcement Learning for Metric Spaces
2024
Top co-authors
Madhav Vadlamani
· 1
Mir Yousuf Sultan
· 1
Tajmilur Rahman
· 1
Topics
Model-Based RL
Value-Based
Exploration
cs.LG
Policy Gradient
Safe RL
cs.AI
Quantum Simulation
Hardware
Theory