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 |
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} } |