NeurIPS 2020poster93 citations
Predictive Information Accelerates Learning in RL
Kuang-Huei Lee, Ian Fischer, Anthony Liu, Yijie Guo, Honglak Lee, John Canny, Sergio Guadarrama
Abstract
The Predictive Information is the mutual information between the past and the future, I(X
BibTeX
@inproceedings{NEURIPS2020_89b9e0a6,
author = {Lee, Kuang-Huei and Fischer, Ian and Liu, Anthony and Guo, Yijie and Lee, Honglak and Canny, John and Guadarrama, Sergio},
booktitle = {Advances in Neural Information Processing Systems},
editor = {H. Larochelle and M. Ranzato and R. Hadsell and M.F. Balcan and H. Lin},
pages = {11890--11901},
publisher = {Curran Associates, Inc.},
title = {Predictive Information Accelerates Learning in RL},
url = {https://proceedings.neurips.cc/paper_files/paper/2020/file/89b9e0a6f6d1505fe13dea0f18a2dcfa-Paper.pdf},
volume = {33},
year = {2020}
}