Safe Reinforcement Learning via Statistical Model Predictive Shielding

Osbert Bastani, Shuo Li. Safe Reinforcement Learning via Statistical Model Predictive Shielding. In Dylan A. Shell, Marc Toussaint, M. Ani Hsieh, editors, Robotics: Science and Systems XVII, Virtual Event, July 12-16, 2021. 2021. [doi]

@inproceedings{BastaniL21,
  title = {Safe Reinforcement Learning via Statistical Model Predictive Shielding},
  author = {Osbert Bastani and Shuo Li},
  year = {2021},
  doi = {10.15607/RSS.2021.XVII.026},
  url = {https://doi.org/10.15607/RSS.2021.XVII.026},
  researchr = {https://researchr.org/publication/BastaniL21},
  cites = {0},
  citedby = {0},
  booktitle = {Robotics: Science and Systems XVII, Virtual Event, July 12-16, 2021},
  editor = {Dylan A. Shell and Marc Toussaint and M. Ani Hsieh},
  isbn = {978-0-9923747-7-8},
}