Learning Causal Overhypotheses through Exploration in Children and Computational Models

Eliza Kosoy, Adrian Liu, Jasmine Collins, David M. Chan, Jessica B. Hamrick, Nan Rosemary Ke, Sandy H. Huang, Bryanna Kaufmann, John F. Canny, Alison Gopnik. Learning Causal Overhypotheses through Exploration in Children and Computational Models. In Bernhard Schölkopf, Caroline Uhler, Kun Zhang 0001, editors, 1st Conference on Causal Learning and Reasoning, CLeaR 2022, Sequoia Conference Center, Eureka, CA, USA, 11-13 April, 2022. Volume 177 of Proceedings of Machine Learning Research, pages 390-406, PMLR, 2022. [doi]

@inproceedings{KosoyLCCHKHKCG22,
  title = {Learning Causal Overhypotheses through Exploration in Children and Computational Models},
  author = {Eliza Kosoy and Adrian Liu and Jasmine Collins and David M. Chan and Jessica B. Hamrick and Nan Rosemary Ke and Sandy H. Huang and Bryanna Kaufmann and John F. Canny and Alison Gopnik},
  year = {2022},
  url = {https://proceedings.mlr.press/v177/kosoy22a.html},
  researchr = {https://researchr.org/publication/KosoyLCCHKHKCG22},
  cites = {0},
  citedby = {0},
  pages = {390-406},
  booktitle = {1st Conference on Causal Learning and Reasoning, CLeaR 2022, Sequoia Conference Center, Eureka, CA, USA, 11-13 April, 2022},
  editor = {Bernhard Schölkopf and Caroline Uhler and Kun Zhang 0001},
  volume = {177},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}