On the limitations of Markovian rewards to express multi-objective, risk-sensitive, and modal tasks

Joar Skalse, Alessandro Abate. On the limitations of Markovian rewards to express multi-objective, risk-sensitive, and modal tasks. In Robin J. Evans 0002, Ilya Shpitser, editors, Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA. Volume 216 of Proceedings of Machine Learning Research, pages 1974-1984, PMLR, 2023. [doi]

@inproceedings{SkalseA23-0,
  title = {On the limitations of Markovian rewards to express multi-objective, risk-sensitive, and modal tasks},
  author = {Joar Skalse and Alessandro Abate},
  year = {2023},
  url = {https://proceedings.mlr.press/v216/skalse23a.html},
  researchr = {https://researchr.org/publication/SkalseA23-0},
  cites = {0},
  citedby = {0},
  pages = {1974-1984},
  booktitle = {Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA},
  editor = {Robin J. Evans 0002 and Ilya Shpitser},
  volume = {216},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}