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2020 – today
- 2024
[j1]Ali Yekkehkhany
, Han Feng, Donghao Ying, Javad Lavaei:
A Hitting Time Analysis for Stochastic Time-Varying Functions With Applications to Adversarial Attacks on Computation of Markov Decision Processes. IEEE Trans. Autom. Control. 69(6): 3615-3630 (2024)- [i6]Huajie Qian, Donghao Ying, Henry Lam, Wotao Yin:
Bagging Improves Generalization Exponentially. CoRR abs/2405.14741 (2024) - 2023
- [c5]Donghao Ying, Mengzi Amy Guo, Yuhao Ding, Javad Lavaei, Zuo-Jun Max Shen:
Policy-Based Primal-Dual Methods for Convex Constrained Markov Decision Processes. AAAI 2023: 10963-10971 - [c4]Donghao Ying, Yuhao Ding, Alec Koppel, Javad Lavaei:
Scalable Multi-Agent Reinforcement Learning with General Utilities. ACC 2023: 3977-3982 - [c3]Mengzi Amy Guo, Donghao Ying, Javad Lavaei, Zuo-Jun Max Shen:
No-Regret Learning in Dynamic Competition with Reference Effects Under Logit Demand. NeurIPS 2023 - [c2]Donghao Ying, Yunkai Zhang, Yuhao Ding, Alec Koppel, Javad Lavaei:
Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities. NeurIPS 2023 - [i5]Donghao Ying, Yuhao Ding, Alec Koppel, Javad Lavaei:
Scalable Multi-Agent Reinforcement Learning with General Utilities. CoRR abs/2302.07938 (2023) - [i4]Mengzi Amy Guo, Donghao Ying, Javad Lavaei, Zuo-Jun Max Shen:
No-Regret Learning in Dynamic Competition with Reference Effects Under Logit Demand. CoRR abs/2305.17567 (2023) - [i3]Donghao Ying, Yunkai Zhang, Yuhao Ding, Alec Koppel, Javad Lavaei:
Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities. CoRR abs/2305.17568 (2023) - 2022
- [c1]Donghao Ying, Yuhao Ding, Javad Lavaei:
A Dual Approach to Constrained Markov Decision Processes with Entropy Regularization. AISTATS 2022: 1887-1909 - [i2]Donghao Ying, Mengzi Guo, Yuhao Ding, Javad Lavaei, Zuo-Jun Shen:
Policy-based Primal-Dual Methods for Convex Constrained Markov Decision Processes. CoRR abs/2205.10715 (2022) - 2021
- [i1]Donghao Ying, Yuhao Ding, Javad Lavaei:
A Dual Approach to Constrained Markov Decision Processes with Entropy Regularization. CoRR abs/2110.08923 (2021)
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