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Sumitra Ganesh — most-cited papers & profile · Reinforcement Learning
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Sumitra Ganesh
8
papers ·
15
citations
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Most-cited papers
Towards a fully RL-based Market Simulator
2021 · 15 citations
A Hessian-Free Actor-Critic Algorithm for Bi-Level Reinforcement Learning with Applications to LLM Fine-Tuning
2026
Learning in Stackelberg Mean Field Games: A Non-Asymptotic Analysis
2025
Towards Multi-Agent Reinforcement Learning driven Over-The-Counter Market Simulations
2022
Sequential Fair Resource Allocation under a Markov Decision Process Framework
2023
Approximate Equivariance in Reinforcement Learning
2024
Top co-authors
Sihan Zeng
· 4
Alec Koppel
· 3
Leo Ardon
· 3
Nelson Vadori
· 2
Sujay Bhatt
· 2
Thomas Spooner
· 2
Benjamin Patrick Evans
· 1
Eleonora Kreacic
· 1
Jared Vann
· 1
Jared Vann
· 1
Jung Yeon Park
· 1
Lawson L.S. Wong
· 1
Topics
Policy Gradient
Multi-Agent
Value-Based
Game AI
Model-Based RL
RLHF & Alignment
Meta-RL
Safe RL