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Sumitra Ganesh — most-cited papers & profile · Reinforcement Learning
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Sumitra Ganesh
22
papers ·
39
citations
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Most-cited papers
Reinforcement Learning for Market Making in a Multi-agent Dealer Market
2019 · 19 citations
Towards a fully RL-based Market Simulator
2021 · 15 citations
Phantom -- A RL-driven multi-agent framework to model complex systems
2022 · 2 citations
Risk-Sensitive Reinforcement Learning: a Martingale Approach to Reward Uncertainty
2020 · 1 citations
Learning and Calibrating Heterogeneous Bounded Rational Market Behaviour with Multi-Agent Reinforcement Learning
2024 · 1 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
Modelling bounded rational decision-making through Wasserstein constraints
2025
Towards Multi-Agent Reinforcement Learning driven Over-The-Counter Market Simulations
2022
Inapplicable Actions Learning for Knowledge Transfer in Reinforcement Learning
2022
Sequential Fair Resource Allocation under a Markov Decision Process Framework
2023
Approximate Equivariance in Reinforcement Learning
2024
Top co-authors
Alec Koppel
· 3
Manuela Veloso
· 3
Mengda Xu
· 3
Daniel Borrajo
· 1
Tucker Balch
· 1
Yuchen Xiao
· 1
Zeyu Zheng
· 1
Topics
Multi-Agent
Value-Based
Model-Based RL
Policy Gradient
Safe RL
cs.LG
Game AI
math.OC
Exploration
Meta-RL