Sample Efficient Model-Free Reinforcement Learning from LTL Specifications with Optimality Guarantees

Shao and Kwiatkowska. "Sample Efficient Model-Free Reinforcement Learning from LTL Specifications with Optimality Guarantees." International Joint Conference on Artificial Intelligence, 2023. doi:10.24963/IJCAI.2023/465

[Shao and Kwiatkowska. "Sample Efficient Model-Free Reinforcement Learning from LTL Specifications with Optimality Guarantees." International Joint Conference on Artificial Intelligence, 2023.](https://mlanthology.org/ijcai/2023/shao2023ijcai-sample/) doi:10.24963/IJCAI.2023/465

@inproceedings{shao2023ijcai-sample,
  title     = {{Sample Efficient Model-Free Reinforcement Learning from LTL Specifications with Optimality Guarantees}},
  author    = {Shao, Daqian and Kwiatkowska, Marta},
  booktitle = {International Joint Conference on Artificial Intelligence},
  year      = {2023},
  pages     = {4180-4189},
  doi       = {10.24963/IJCAI.2023/465},
  url       = {https://mlanthology.org/ijcai/2023/shao2023ijcai-sample/}
}