ML Anthology

Ying, Donghao

7 publications

NeurIPS 2025 Don’t Trade Off Safety: Diffusion Regularization for Constrained Offline RL Junyu Guo, Zhi Zheng, Donghao Ying, Ming Jin, Shangding Gu, Costas Spanos, Javad Lavaei
JAIR 2025 Policy-Based Primal-Dual Methods for Concave CMDP with Variance Reduction Donghao Ying, Mengzi Amy Guo, Hyunin Lee, Yuhao Ding, Javad Lavaei, Zuo-Jun Max Shen
NeurIPS 2025 Subsampled Ensemble Can Improve Generalization Tail Exponentially Huajie Qian, Donghao Ying, Henry Lam, Wotao Yin
NeurIPS 2023 No-Regret Learning in Dynamic Competition with Reference Effects Under Logit Demand Mengzi Amy Guo, Donghao Ying, Javad Lavaei, Zuo-Jun Shen
AAAI 2023 Policy-Based Primal-Dual Methods for Convex Constrained Markov Decision Processes Donghao Ying, Mengzi Amy Guo, Yuhao Ding, Javad Lavaei, Zuo-Jun Max Shen
NeurIPS 2023 Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities Donghao Ying, Yunkai Zhang, Yuhao Ding, Alec Koppel, Javad Lavaei
AISTATS 2022 A Dual Approach to Constrained Markov Decision Processes with Entropy Regularization Donghao Ying, Yuhao Ding, Javad Lavaei