Empirical Inference Conference Paper 2022

Action-Sufficient State Representation Learning for Control with Structural Constraints

Author(s): Huang*, B. and Lu*, C. and Leqi, L. and Hernandez-Lobato, J. M. and Glymour, C. and Schölkopf, B. and Zhang, K.
Book Title: Proceedings of the 39th International Conference on Machine Learning (ICML)
Volume: 162
Pages: 9260--9279
Year: 2022
Month: July
Editors: Chaudhuri, Kamalika and Jegelka, Stefanie and Song, Le and Szepesvari, Csaba and Niu, Gang and Sabato, Sivan
Publisher: PMLR
Bibtex Type: Conference Paper (conference)
Event Place: Baltimore, Maryland, USA
State: Published
URL: https://proceedings.mlr.press/v162/huang22f.html
Electronic Archiving: grant_archive
Note: *equal contribution

BibTex

@conference{Huangetal22,
  title = {Action-Sufficient State Representation Learning for Control with Structural Constraints},
  booktitle = {Proceedings of the 39th International Conference on Machine Learning (ICML)},
  volume = {162},
  pages = {9260--9279},
  editors = {Chaudhuri, Kamalika and Jegelka, Stefanie and Song, Le and Szepesvari, Csaba and Niu, Gang and Sabato, Sivan},
  publisher = {PMLR},
  month = jul,
  year = {2022},
  note = {*equal contribution},
  slug = {huangetal22},
  author = {Huang*, B. and Lu*, C. and Leqi, L. and Hernandez-Lobato, J. M. and Glymour, C. and Sch{\"o}lkopf, B. and Zhang, K.},
  url = {https://proceedings.mlr.press/v162/huang22f.html},
  month_numeric = {7}
}