Physics-constrained vulnerability assessment of deep reinforcement learning-based SCOPF L Zeng, M Sun, X Wan, Z Zhang, R Deng, Y Xu IEEE Transactions on Power Systems, 2022 | 20 | 2022 |
Exploring the Vulnerability of Deep Reinforcement Learning-based Emergency Control for Low Carbon Power Systems X Wan, L Zeng, M Sun the 31st International Joint Conference on Artificial Intelligence (IJCAI 22), 2022 | 5 | 2022 |
AdapSafe: Adaptive and Safe-Certified Deep Reinforcement Learning-Based Frequency Control for Carbon-neutral Power Systems X Wan, M Sun, B Chen, Z Chu, F Teng Thirty-Seventh AAAI Conference on Artificial Intelligence, Washington, US, 2023 | 2 | 2023 |
Highly Transferable Adversarial Attack Against Deep-Reinforcement-Learning-Based Frequency Control Z Li, Y Liu, P Qiu, H Yin, X Wan, M Sun Energy Convers. Econ 2023 (4), 202–212, 2023 | 1 | 2023 |