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SaFormer: A Conditional Sequence Modeling Approach to Offline Safe Reinforcement Learning


Jan 28, 2023
Qin Zhang, Linrui Zhang, Haoran Xu, Li Shen, Bowen Wang, Yongzhe Chang, Xueqian Wang, Bo Yuan, Dacheng Tao

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A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement Learning


Jan 01, 2022
Yuxing Wang, Tiantian Zhang, Yongzhe Chang, Bin Liang, Xueqian Wang, Bo Yuan

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Probability Density Estimation Based Imitation Learning


Dec 13, 2021
Yang Liu, Yongzhe Chang, Shilei Jiang, Xueqian Wang, Bin Liang, Bo Yuan

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NVAE-GAN Based Approach for Unsupervised Time Series Anomaly Detection


Jan 08, 2021
Liang Xu, Liying Zheng, Weijun Li, Zhenbo Chen, Weishun Song, Yue Deng, Yongzhe Chang, Jing Xiao, Bo Yuan

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