ICML 2019oral70 citations
Policy Consolidation for Continual Reinforcement Learning
Christos Kaplanis, Murray Shanahan, Claudia Clopath
Abstract
We propose a method for tackling catastrophic forgetting in deep reinforcement learning that is
BibTeX
@InProceedings{pmlr-v97-kaplanis19a,
title = {Policy Consolidation for Continual Reinforcement Learning},
author = {Kaplanis, Christos and Shanahan, Murray and Clopath, Claudia},
booktitle = {Proceedings of the 36th International Conference on Machine Learning},
pages = {3242--3251},
year = {2019},
editor = {Chaudhuri, Kamalika and Salakhutdinov, Ruslan},
volume = {97},
series = {Proceedings of Machine Learning Research},
month = {09--15 Jun},
publisher = {PMLR},
pdf = {http://proceedings.mlr.press/v97/kaplanis19a/kaplanis19a.pdf},
url = {https://proceedings.mlr.press/v97/kaplanis19a.html},
abstract = {We propose a method for tackling catastrophic forgetting in deep reinforcement learning that is