Joint Task Scheduling and Resource Allocation for Semantic-Aware VEC: A Lyapunov-Guided Multi-Objective Reinforcement Learning Approach

Yan Lin 0004, Wenjing Jiao, Yijin Zhang, Chunguo Li, Feng Shu 0002, Jun Li 0004. Joint Task Scheduling and Resource Allocation for Semantic-Aware VEC: A Lyapunov-Guided Multi-Objective Reinforcement Learning Approach. IEEE Transactions on Communications, 74:3814-3829, 2026. [doi]

@article{LinJZLSL26,
  title = {Joint Task Scheduling and Resource Allocation for Semantic-Aware VEC: A Lyapunov-Guided Multi-Objective Reinforcement Learning Approach},
  author = {Yan Lin 0004 and Wenjing Jiao and Yijin Zhang and Chunguo Li and Feng Shu 0002 and Jun Li 0004},
  year = {2026},
  doi = {10.1109/TCOMM.2026.3657402},
  url = {https://doi.org/10.1109/TCOMM.2026.3657402},
  researchr = {https://researchr.org/publication/LinJZLSL26},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Communications},
  volume = {74},
  pages = {3814-3829},
}