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Autonomous Learning Empirische Inferenz Conference Paper 2021

Causal Influence Detection for Improving Efficiency in Reinforcement Learning

arXiv PDF Data Code

Autonomous Learning
Empirische Inferenz, Autonomous Learning
Senior Research Scientist
Empirische Inferenz
Author(s): Maximilian Seitzer and Bernhard Schölkopf and Georg Martius
Links:
Book Title: Advances in Neural Information Processing Systems 34 (NeurIPS 2021)
Volume: 34
Pages: 22905--22918
Year: 2021
Month: December
Editors: M. Ranzato and A. Beygelzimer and Y. Dauphin and P. S. Liang and J. Wortman Vaughan
Publisher: Curran Associates, Inc.
Project(s):
BibTeX Type: Conference Paper (inproceedings)
Address: Red Hook, NY
Event Name: 35th Conference on Neural Information Processing Systems
Event Place: Online
State: Published
URL: https://proceedings.neurips.cc/paper/2021/file/c1722a7941d61aad6e651a35b65a9c3e-Paper.pdf
Electronic Archiving: grant_archive
ISBN: 978-1-7138-4539-3

BibTeX

@inproceedings{Seitzer2021CID,
  title = {Causal Influence Detection for Improving Efficiency in Reinforcement Learning},
  booktitle = {Advances in Neural Information Processing Systems 34 (NeurIPS 2021)},
  volume = {34},
  pages = {22905--22918},
  editors = {M. Ranzato and A. Beygelzimer and Y. Dauphin and P. S. Liang and J. Wortman Vaughan},
  publisher = {Curran Associates, Inc.},
  address = {Red Hook, NY},
  month = dec,
  year = {2021},
  author = {Seitzer, Maximilian and Sch{\"o}lkopf, Bernhard and Martius, Georg},
  url = {https://proceedings.neurips.cc/paper/2021/file/c1722a7941d61aad6e651a35b65a9c3e-Paper.pdf},
  month_numeric = {12}
}