Physics-guided deep reinforcement learning for improved operation of TBM considering kinetic inertia stability

Penghui Lin, Limao Zhang, Robert L. K. Tiong, Xieqing Song. Physics-guided deep reinforcement learning for improved operation of TBM considering kinetic inertia stability. AI in Engineering, 63:102943, 2025. [doi]

@article{LinZTS25,
  title = {Physics-guided deep reinforcement learning for improved operation of TBM considering kinetic inertia stability},
  author = {Penghui Lin and Limao Zhang and Robert L. K. Tiong and Xieqing Song},
  year = {2025},
  doi = {10.1016/j.aei.2024.102943},
  url = {https://doi.org/10.1016/j.aei.2024.102943},
  researchr = {https://researchr.org/publication/LinZTS25},
  cites = {0},
  citedby = {0},
  journal = {AI in Engineering},
  volume = {63},
  pages = {102943},
}