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Sihan Zeng
Sihan Zeng
JPMorgan AI Research
Verified email at jpmchase.com
Title
Cited by
Cited by
Year
A decentralized policy gradient approach to multi-task reinforcement learning
S Zeng, MA Anwar, TT Doan, A Raychowdhury, J Romberg
Uncertainty in Artificial Intelligence, 1002-1012, 2021
342021
A reinforcement learning approach to parameter selection for distributed optimal power flow
S Zeng, A Kody, Y Kim, K Kim, DK Molzahn
Electric Power Systems Research 212, 108546, 2022
21*2022
Fast compressive sensing recovery using generative models with structured latent variables
S Xu, S Zeng, J Romberg
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
212019
A two-time-scale stochastic optimization framework with applications in control and reinforcement learning
S Zeng, TT Doan, J Romberg
SIAM Journal on Optimization 34 (1), 946-976, 2024
162024
Regularized gradient descent ascent for two-player zero-sum Markov games
S Zeng, T Doan, J Romberg
Advances in Neural Information Processing Systems 35, 34546-34558, 2022
152022
Finite-time analysis of decentralized stochastic approximation with applications in multi-agent and multi-task learning
S Zeng, TT Doan, J Romberg
2021 60th IEEE Conference on Decision and Control (CDC), 2641-2646, 2021
132021
Finite-time complexity of online primal-dual natural actor-critic algorithm for constrained Markov decision processes
S Zeng, TT Doan, J Romberg
2022 IEEE 61st Conference on Decision and Control (CDC), 4028-4033, 2022
122022
Finite-time convergence rates of decentralized stochastic approximation with applications in multi-agent and multi-task learning
S Zeng, TT Doan, J Romberg
IEEE Transactions on Automatic Control, 2022
62022
Connected Superlevel Set in (Deep) Reinforcement Learning and its Application to Minimax Theorems
S Zeng, T Doan, J Romberg
Advances in Neural Information Processing Systems 36, 20146-20163, 2023
22023
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
12023
Near-optimal fair resource allocation for strategic agents without money: A data-driven approach
S Zeng, S Bhatt, E Kreacic, P Hassanzadeh, A Koppel, S Ganesh
arXiv preprint arXiv:2311.10927, 2023
12023
QCQP-Net: Reliably Learning Feasible Alternating Current Optimal Power Flow Solutions Under Constraints
S Zeng, Y Kim, Y Ren, K Kim
arXiv preprint arXiv:2401.06820, 2024
2024
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