Learning While Scheduling in Multi-Server Systems With Unknown Statistics: MaxWeight with Discounted UCB Z Yang, R Srikant, L Ying International Conference on Artificial Intelligence and Statistics, 4275-4312, 2023 | 12* | 2023 |
Enhanced multiple pulse position modulation aided reverse polarity optical OFDM system with extended dimming control Z Yang, M Jiang, L Zhang, HZ Tan IEEE Photonics Journal 10 (3), 1-17, 2018 | 12 | 2018 |
Exploration, Exploitation, and Engagement in Multi-Armed Bandits with Abandonment Z Yang, X Liu, L Ying Journal of Machine Learning Research (JMLR) 25, 1-55, 2024 | 3 | 2024 |
Online Nonstochastic Control with Adversarial and Static Constraints X Liu, Z Yang, L Ying International Conference on Machine Learning (ICML 2023), 2023 | 1 | 2023 |
Learning-Based Pricing and Matching for Two-Sided Queues Z Yang, L Ying arXiv preprint arXiv:2403.11093, 2024 | | 2024 |
A Reinforcement Learning and Prediction-Based Lookahead Policy for Vehicle Repositioning in Online Ride-Hailing Systems H Wei, Z Yang, X Liu, Z Qin, X Tang, L Ying IEEE Transactions on Intelligent Transportation Systems, 2023 | | 2023 |
Introduction to Reinforcement Learning Z Yang, L Ying Draft: https://sites.google.com/view/intro-to-rl/home, 2023 | | 2023 |