238 citations · 252 across the 6 of their papers we have counts for
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cs.LG2023★ 1 cited
Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities
Donghao Ying, Yunkai Zhang, Yuhao Ding +2
We investigate safe multi-agent reinforcement learning, where agents seek to collectively maximize an aggregate sum of local objectives while satisfying their own safety constraint…
cs.LG2021★ 5 cited
Continuous Conditional Generative Adversarial Networks (cGAN) with Generator Regularization
Yufeng Zheng, Yunkai Zhang, Zeyu Zheng
Conditional Generative Adversarial Networks are known to be difficult to train, especially when the conditions are continuous and high-dimensional. To partially alleviate this diff…
cs.LG2019★ 2 cited
You May Not Need Order in Time Series Forecasting
Yunkai Zhang, Qiao Jiang, Shurui Li +3
Time series forecasting with limited data is a challenging yet critical task. While transformers have achieved outstanding performances in time series forecasting, they often requi…