Model-Based Chance-Constrained Reinforcement Learning via Separated Proportional-Integral Lagrangian

Baiyu Peng, Jingliang Duan, Jianyu Chen, Shengbo Eben Li, Genjin Xie, Congsheng Zhang, Yang Guan, Yao Mu, Enxin Sun. Model-Based Chance-Constrained Reinforcement Learning via Separated Proportional-Integral Lagrangian. IEEE Transactions on Neural Networks, 35(1):466-478, January 2024. [doi]

@article{PengDCLXZGMS24,
  title = {Model-Based Chance-Constrained Reinforcement Learning via Separated Proportional-Integral Lagrangian},
  author = {Baiyu Peng and Jingliang Duan and Jianyu Chen and Shengbo Eben Li and Genjin Xie and Congsheng Zhang and Yang Guan and Yao Mu and Enxin Sun},
  year = {2024},
  month = {January},
  doi = {10.1109/TNNLS.2022.3175595},
  url = {https://doi.org/10.1109/TNNLS.2022.3175595},
  researchr = {https://researchr.org/publication/PengDCLXZGMS24},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Neural Networks},
  volume = {35},
  number = {1},
  pages = {466-478},
}