Towards Safe Policy Learning under Partial Identifiability: A Causal Approach

Shalmali Joshi, Junzhe Zhang, Elias Bareinboim. Towards Safe Policy Learning under Partial Identifiability: A Causal Approach. In Michael J. Wooldridge, Jennifer G. Dy, Sriraam Natarajan, editors, Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada. pages 13004-13012, AAAI Press, 2024. [doi]

@inproceedings{JoshiZB24,
  title = {Towards Safe Policy Learning under Partial Identifiability: A Causal Approach},
  author = {Shalmali Joshi and Junzhe Zhang and Elias Bareinboim},
  year = {2024},
  doi = {10.1609/aaai.v38i12.29198},
  url = {https://doi.org/10.1609/aaai.v38i12.29198},
  researchr = {https://researchr.org/publication/JoshiZB24},
  cites = {0},
  citedby = {0},
  pages = {13004-13012},
  booktitle = {Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada},
  editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan},
  publisher = {AAAI Press},
}