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Sumitra Ganesh
Sumitra Ganesh
Research Director, J.P.Morgan AI Research
Correu electrònic verificat a jpmorgan.com
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Citada per
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Traffic measurement and vehicle classification with single magnetic sensor
SY Cheung, S Coleri, B Dundar, S Ganesh, CW Tan, P Varaiya
Transportation research record 1917 (1), 173-181, 2005
4272005
Reinforcement learning for market making in a multi-agent dealer market
S Ganesh, N Vadori, M Xu, H Zheng, P Reddy, M Veloso
arXiv preprint arXiv:1911.05892, 2019
942019
Certifiably robust policy learning against adversarial multi-agent communication
Y Sun, R Zheng, P Hassanzadeh, Y Liang, S Feizi, S Ganesh, F Huang
The Eleventh International Conference on Learning Representations, 2022
33*2022
Towards a fully rl-based market simulator
L Ardon, N Vadori, T Spooner, M Xu, J Vann, S Ganesh
Proceedings of the Second ACM International Conference on AI in Finance, 1-9, 2021
232021
Calibration of shared equilibria in general sum partially observable Markov games
N Vadori, S Ganesh, P Reddy, M Veloso
Advances in Neural Information Processing Systems 33, 14118-14128, 2020
172020
Risk-sensitive reinforcement learning: a martingale approach to reward uncertainty
N Vadori, S Ganesh, P Reddy, M Veloso
Proceedings of the First ACM International Conference on AI in Finance, 1-9, 2020
132020
Towards multi‐agent reinforcement learning‐driven over‐the‐counter market simulations
N Vadori, L Ardon, S Ganesh, T Spooner, S Amrouni, J Vann, M Xu, ...
Mathematical Finance 34 (2), 262-347, 2024
112024
Phantom--A RL-driven multi-agent framework to model complex systems
L Ardon, J Vann, D Garg, T Spooner, S Ganesh
arXiv preprint arXiv:2210.06012, 2022
102022
Factored policy gradients: Leveraging structure for efficient learning in MOMDPs
T Spooner, N Vadori, S Ganesh
Advances in Neural Information Processing Systems 34, 5481-5493, 2021
102021
A sensor network for traffic monitoring
SY Cheung, S Coleri, B Dundar, S Ganesh, CW Tan, P Varaiya
Plenary talk at IPSN 4, 2004
62004
Recognition of human actions using an optimal control based motor model
S Ganesh, R Bajcsy
2008 IEEE Workshop on Applications of Computer Vision, 1-6, 2008
52008
Traffic measurement and classification using a single magnetic sensor
SY Cheung, S Coleri, B Dundar, S Ganesh, CW Tan, P Varaiya
84th TRB Annual Meeting, Washington, DC January, 2005
52005
A sensor network for traffic monitoring (plenary talk)
SY Cheung, S Coleri, B Dundar, S Ganesh, CW Tan, P Varaiya
The 3rd International Symposium on Information Processing in Sensor Networks …, 2004
52004
Learning and calibrating heterogeneous bounded rational market behaviour with multi-agent reinforcement learning
BP Evans, S Ganesh
arXiv preprint arXiv:2402.00787, 2024
42024
Online MCMC thinning with kernelized Stein discrepancy
A Koppel, J Eappen, S Bhatt, C Hawkins, S Ganesh
SIAM Journal on Mathematics of Data Science 6 (1), 51-75, 2024
32024
Consensus multiplicative weights update: Learning to learn using projector-based game signatures
N Vadori, R Savani, T Spooner, S Ganesh
International Conference on Machine Learning, 21901-21926, 2022
32022
Multi-agent simulation for pricing and hedging in a dealer market
S Ganesh, N Vadori, M Xu, H Zheng, P Reddy, M Veloso
ICML’19 Workshop on AI in Finance, 2019
32019
Analysis of goal-directed human actions using optimal control models
S Ganesh
University of California, Berkeley, 2009
32009
A Heterogeneous Agent Model of Mortgage Servicing: An Income-based Relief Analysis
D Garg, BP Evans, L Ardon, AL Narayanan, J Vann, U Madhushani, ...
arXiv preprint arXiv:2402.17932, 2024
22024
Sequential fair resource allocation under a markov decision process framework
P Hassanzadeh, E Kreacic, S Zeng, Y Xiao, S Ganesh
Proceedings of the Fourth ACM International Conference on AI in Finance, 673-680, 2023
22023
En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.
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