| Satisfaction based Q-learning for integrated lighting and blind control Z Cheng, Q Zhao, F Wang, Y Jiang, L Xia, J Ding Energy and Buildings 127, 43-55, 2016 | 166 | 2016 |
| Dsac: Distributional soft actor critic for risk-sensitive reinforcement learning X Ma, L Xia, Z Zhou, J Yang, Q Zhao arXiv preprint arXiv:2004.14547, 2020 | 98 | 2020 |
| A multi-grid reinforcement learning method for energy conservation and comfort of HVAC in buildings B Li, L Xia 2015 IEEE International Conference on Automation Science and Engineering …, 2015 | 95 | 2015 |
| A tutorial on event-based optimization—a new optimization framework L Xia, QS Jia, XR Cao Discrete event dynamic systems 24 (2), 103-132, 2014 | 63 | 2014 |
| Fluctuation reduction of wind power and sizing of battery energy storage systems in microgrids Z Yang, L Xia, X Guan IEEE Transactions on Automation Science and Engineering 17 (3), 1195-1207, 2020 | 57 | 2020 |
| Air-combat strategy using deep Q-learning X Ma, L Xia, Q Zhao 2018 Chinese automation congress (CAC), 3952-3957, 2018 | 55 | 2018 |
| A structure property of optimal policies for maintenance problems withsafety-critical components L Xia, Q Zhao, QS Jia IEEE Transactions on Automation Science and Engineering 5 (3), 519-531, 2008 | 46 | 2008 |
| A new gradient-based routing protocol in wireless sensor networks L Xia, X Chen, X Guan Embedded Software and Systems: First International Conference, ICESS 2004 …, 2005 | 45 | 2005 |
| Optimization of Markov decision processes under the variance criterion L Xia Automatica 73, 269-278, 2016 | 43 | 2016 |
| Fault diagnosis of high-speed railway turnout based on support vector machine F Zhou, L Xia, W Dong, X Sun, X Yan, Q Zhao 2016 IEEE International Conference on Industrial Technology (ICIT), 1539-1544, 2016 | 38 | 2016 |
| Event-based optimization of admission control in open queueing networks L Xia Discrete Event Dynamic Systems 24 (2), 133-151, 2014 | 38 | 2014 |
| Distributionally robust offline reinforcement learning with linear function approximation X Ma, Z Liang, J Blanchet, M Liu, L Xia, J Zhang, Q Zhao, Z Zhou arXiv preprint arXiv:2209.06620, 2022 | 36 | 2022 |
| Optimal control of state-dependent service rates in a MAP/M/1 queue L Xia, QM He, AS Alfa IEEE Transactions on Automatic Control 62 (10), 4965-4979, 2017 | 36 | 2017 |
| Performance optimization of queueing systems with perturbation realization L Xia, XR Cao European journal of operational research 218 (2), 293-304, 2012 | 31 | 2012 |
| Risk‐sensitive Markov decision processes with combined metrics of mean and variance L Xia Production and Operations Management 29 (12), 2808-2827, 2020 | 29 | 2020 |
| Max-Min optimality of service rate control in closed queueing networks L Xia, B Shihada IEEE Transactions on Automatic Control 58 (4), 1051-1056, 2012 | 29 | 2012 |
| Increasing the energy efficiency of a data center based on machine learning Z Yang, J Du, Y Lin, Z Du, L Xia, Q Zhao, X Guan Journal of Industrial Ecology 26 (1), 323-335, 2022 | 28 | 2022 |
| Distributional soft actor critic for risk sensitive learning X Ma, Q Zhang, L Xia, Z Zhou, J Yang, Q Zhao arXiv preprint arXiv:2004.14547 7, 2020 | 25 | 2020 |
| Policy iteration for customer-average performance optimization of closed queueing systems L Xia, X Chen, XR Cao Automatica 45 (7), 1639-1648, 2009 | 25 | 2009 |
| Fairness control of traffic light via deep reinforcement learning C Li, X Ma, L Xia, Q Zhao, J Yang 2020 IEEE 16th International Conference on Automation Science and …, 2020 | 24 | 2020 |