Safety-Aware Reinforcement Learning Framework with an Actor-Critic-Barrier Structure

Yongliang Yang, Yixin Yin, Wei He, Kyriakos G. Vamvoudakis, Hamidreza Modares, Donald C. Wunsch. Safety-Aware Reinforcement Learning Framework with an Actor-Critic-Barrier Structure. In 2019 American Control Conference, ACC 2019, Philadelphia, PA, USA, July 10-12, 2019. pages 2352-2358, IEEE, 2019. [doi]

@inproceedings{YangYHVMW19,
  title = {Safety-Aware Reinforcement Learning Framework with an Actor-Critic-Barrier Structure},
  author = {Yongliang Yang and Yixin Yin and Wei He and Kyriakos G. Vamvoudakis and Hamidreza Modares and Donald C. Wunsch},
  year = {2019},
  url = {http://ieeexplore.ieee.org/document/8815335},
  researchr = {https://researchr.org/publication/YangYHVMW19},
  cites = {0},
  citedby = {0},
  pages = {2352-2358},
  booktitle = {2019 American Control Conference, ACC 2019, Philadelphia, PA, USA, July 10-12, 2019},
  publisher = {IEEE},
  isbn = {978-1-5386-7926-5},
}