Causal Influence Detection for Improving Efficiency in Reinforcement Learning
2021
Conference Paper
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| Author(s): | Maximilian Seitzer and Bernhard Schölkopf and Georg Martius |
| 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. |
| Department(s): | Autonomous Learning, Empirical Inference |
| Research Project(s): |
Causal Reasoning in RL
|
| Bibtex Type: | Conference Paper (inproceedings) |
| Paper Type: | Conference |
| Event Name: | 35th Conference on Neural Information Processing Systems |
| Event Place: | Online |
| Address: | Red Hook, NY |
| ISBN: | 978-1-7138-4539-3 |
| State: | Published |
| URL: | https://proceedings.neurips.cc/paper/2021/file/c1722a7941d61aad6e651a35b65a9c3e-Paper.pdf |
| Links: |
arXiv
Data Code |
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BibTex @inproceedings{Seitzer2021CID,
title = {Causal Influence Detection for Improving Efficiency in Reinforcement Learning},
author = {Seitzer, Maximilian and Sch{\"o}lkopf, Bernhard and Martius, Georg},
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},
doi = {},
url = {https://proceedings.neurips.cc/paper/2021/file/c1722a7941d61aad6e651a35b65a9c3e-Paper.pdf},
month_numeric = {12}
}
|
|
