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Donghao Ying
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A dual approach to constrained markov decision processes with entropy regularization
D Ying, Y Ding, J Lavaei
International Conference on Artificial Intelligence and Statistics, 1887-1909, 2022
332022
Policy-based Primal-Dual Methods for Convex Constrained Markov Decision Processes
D Ying, M Guo, Y Ding, ZJ Shen, J Lavaei
AAAI Conference on Artificial Intelligence (AAAI 2023), 2022
82022
Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities
D Ying, Y Zhang, Y Ding, A Koppel, J Lavaei
37th Annual Conference on Neural Information Processing Systems (NeurIPS 2023), 2023
62023
No-regret learning in dynamic competition with reference effects under logit demand
MA Guo, D Ying, J Lavaei, ZJM Shen
37th Annual Conference on Neural Information Processing Systems (NeurIPS 2023), 2023
32023
Last-iterate convergence in no-regret learning: Games with reference effects under logit demand
MA Guo, D Ying, J Lavaei, ZJM Shen
Available at SSRN 4597658, 2023
22023
A hitting time analysis for stochastic time-varying functions with applications to adversarial attacks on computation of Markov decision processes
A Yekkehkhany, H Feng, D Ying, J Lavaei
IEEE Transactions on Automatic Control, 2023
12023
Scalable Multi-Agent Reinforcement Learning with General Utilities
D Ying, Y Ding, A Koppel, J Lavaei
American Control Conference (ACC 2023), 2023
12023
Bagging Improves Generalization Exponentially
H Qian, D Ying, H Lam, W Yin
arXiv preprint arXiv:2405.14741, 2024
2024
Policy-based Primal-Dual Methods for Concave CMDP with Variance Reduction
D Ying, MA Guo, H Lee, Y Ding, J Lavaei, ZJM Shen
2024
VMR2L: Virtual Machines Rescheduling Using Reinforcement Learning in Data Centers
X Ding, Y Zhang, B Chen, D Ying, T Zhang, J Chen, L Zhang, A Cerpa, ...
The MlSys Workshop at Neurips, 2023., 2023
2023
Almost Envy-free Allocations of Unweighted Items
XS Zhijie Zhang, Donghao Ying, Jialin Zhang
SCIENTIA SINICA Informationis (2022) 52 (6), 935-946, 2022
2022
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Articles 1–11