APA (7th ed.) Citation

Xu, T., Wen, Z., Zhao, X., Wang, J., Li, Y., & Liu, C. (2025). L2M-AID: Autonomous Cyber-Physical Defense by Fusing Semantic Reasoning of Large Language Models with Multi-Agent Reinforcement Learning (Preprint).

Chicago Style (17th ed.) Citation

Xu, Tianxiang, Zhichao Wen, Xinyu Zhao, Jun Wang, Yan Li, and Chang Liu. L2M-AID: Autonomous Cyber-Physical Defense by Fusing Semantic Reasoning of Large Language Models with Multi-Agent Reinforcement Learning (Preprint). 2025.

MLA (9th ed.) Citation

Xu, Tianxiang, et al. L2M-AID: Autonomous Cyber-Physical Defense by Fusing Semantic Reasoning of Large Language Models with Multi-Agent Reinforcement Learning (Preprint). 2025.