Sotabase

Career

· Executive Director, JPMorgan Chase

Publications (31)

Traffic Measurement and Vehicle Classification with Single Magnetic Sensor
2004
323
cited
Reinforcement Learning for Market Making in a Multi-agent Dealer Market
arXiv.org · 2019
82
cited
Certifiably Robust Policy Learning against Adversarial Multi-Agent Communication
International Conference on Learning Representations · 2023
28
cited
Towards multi‐agent reinforcement learning‐driven over‐the‐counter market simulations
Mathematical Finance · 2022
21
cited
Towards a fully rl-based market simulator
International Conference on AI in Finance · 2021
20
cited
Calibration of Shared Equilibria in General Sum Partially Observable Markov Games
Neural Information Processing Systems · 2020
17
cited
Certifiably Robust Policy Learning against Adversarial Communication in Multi-agent Systems
arXiv.org · 2022
12
cited
Risk-sensitive reinforcement learning: a martingale approach to reward uncertainty
International Conference on AI in Finance · 2020
12
cited
Phantom - A RL-driven Multi-Agent Framework to Model Complex Systems
Adaptive Agents and Multi-Agent Systems · 2022
9
cited
Factored Policy Gradients: Leveraging Structure for Efficient Learning in MOMDPs
Neural Information Processing Systems · 2021
8
cited
Recognition of Human Actions using an Optimal Control Based Motor Model
IEEE Workshop on Applications of Computer Vision · 2008
5
cited
Composition of Dynamical Systems for Estimation of Human Body Dynamics
International Conference on Hybrid Systems: Computation and Control · 2007
4
cited
Consensus Multiplicative Weights Update: Learning to Learn using Projector-based Game Signatures
International Conference on Machine Learning · 2021
4
cited
Learning Payment-Free Resource Allocation Mechanisms
Online World Conference on Soft Computing in Industrial Applications · 2023
3
cited
Sequential Fair Resource Allocation under a Markov Decision Process Framework
International Conference on AI in Finance · 2023
3
cited
Certifiably Robust Multi-Agent Reinforcement Learning against Adversarial Communication
2022
2
cited
Multi-Agent Simulation for Pricing and Hedging in a Dealer Market
2019
2
cited
Scalable Representation Learning for Multimodal Tabular Transactions
arXiv.org · 2024
2
cited
Analysis of goal-directed human actions using optimal control models
2009
1
cited
Blind space-time multiuser detector
IEEE International Symposium on Circuits and Systems proceedings · 2002
1
cited
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Sumitra Ganesh | Researcher Profile | Sotabase | Sotabase