עקוב אחר
Sumitra Ganesh
Sumitra Ganesh
Research Director, J.P.Morgan AI Research
כתובת אימייל מאומתת בדומיין jpmorgan.com
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
4282005
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
972019
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
Learning and calibrating heterogeneous bounded rational market behaviour with multi-agent reinforcement learning
BP Evans, S Ganesh
arXiv preprint arXiv:2402.00787, 2024
52024
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
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
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
32023
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
Efficient inverse multiagent learning
D Goktas, A Greenwald, S Zhao, A Koppel, S Ganesh
arXiv preprint arXiv:2502.14160, 2025
22025
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–20