A stochastic approximation method for simulation-based quantile optimization J Hu, Y Peng, G Zhang, Q Zhang
INFORMS Journal on Computing 34 (6), 2889-2907, 2022
16 2022 Asymptotically Optimal Sampling Policy for Selecting Top-m Alternatives G Zhang, Y Peng, J Zhang, E Zhou
INFORMS Journal on Computing 35 (6), 1261-1285, 2023
13 2023 An efficient dynamic sampling policy for monte carlo tree search G Zhang, Y Peng, Y Xu
2022 Winter Simulation Conference (WSC), 2760-2771, 2022
12 2022 Sequential sampling for a ranking and selection problem with exponential sampling distributions G Zhang, H Li, Y Peng
2020 Winter Simulation Conference (WSC), 2984-2995, 2020
9 2020 Thompson sampling meets ranking and selection Y Peng, G Zhang
2022 Winter Simulation Conference (WSC), 3075-3086, 2022
7 2022 Efficient sampling policy for selecting a subset with the best G Zhang, B Chen, QS Jia, Y Peng
IEEE Transactions on Automatic Control 68 (8), 4904-4911, 2022
7 2022 Efficient Learning for Selecting Top- G Zhang, S Chen, K Huang, Y Peng
IEEE Transactions on Automation Science and Engineering, 2024
4 2024 An Efficient Node Selection Policy for Monte Carlo Tree Search with Neural Networks X Liu, Y Peng, G Zhang, R Zhou
INFORMS Journal on Computing, 2024
2 2024 Top-Two Thompson Sampling for Selecting Context-Dependent Best Designs X Shi, Y Peng, G Zhang
2023 Winter Simulation Conference (WSC), 3400-3411, 2023
2 2023 Top-two thompson sampling for contextual top-mc selection problems X Shi, Y Peng, G Zhang
arXiv preprint arXiv:2306.17704, 2023
2 2023 Dynamic sampling policy for subset selection G Zhang, Y Peng, J Zhang, E Zhou
2021 Winter Simulation Conference (WSC), 1-12, 2021
2 2021 Dynamic sampling allocation for selecting a good enough alternative G Zhang, CH Chen, QS Jia, Y Peng
2020 IEEE 16th International Conference on Automation Science and …, 2020
2 2020 A Simulation Optimization Method for Scheduling Automated Guided Vehicles in a Stochastic Warehouse Management System G Zhang, X Liu, Y Peng
2023 Winter Simulation Conference (WSC), 3238-3249, 2023
1 2023 Online Appendix for'Efficient Learning for Selecting Top-m Context-Dependent Designs' G Zhang, S Chen, K Huang, Y Peng
Available at SSRN 4316394, 2022
1 2022 Solving Mixed Integer Linear Programs by Monte Carlo Tree Search G Zhang, Y Peng
2024 Winter Simulation Conference (WSC), 3380-3391, 2024
2024 Simulation Budget Allocation for Improving Scheduling and Routing of Automated Guided Vehicles in Warehouse Management GB Zhang, HB Li, XT Liu, YJ Peng
Journal of the Operations Research Society of China, 1-35, 2024
2024 Stochastic Gradient Estimation and Its Application in System Management Z Gongbo, LI Haidong, P Yijie
Journal of Systems & Management 31 (6), 1084, 2022
2022 Stochastic Gradient Method for Economic Design of Control Charts Z Gongbo, P Yijie, Y Shuhuai
Frontiers of Science and Technology of Engineering Management 41 (03), 45-52, 2022
2022 Gradient-Based Simulation Optimization for Economic Design of Control Charts G Zhang, Y Peng, S Yang
2021 IEEE 17th International Conference on Automation Science and …, 2021
2021 
Yijie PengPeking UniversityEmail yang diverifikasi di pku.edu.cn