@inproceedings{450e32dc65a64d1b84a9a5d6e13134ae,
title = "Causal graph based dynamic optimization of hierarchies for factored MDPs",
abstract = "This paper presents an approach based on casual graph to optimize the task hierarchies for Hierarchical Reinforcement Learning (HRL). We conducted experiments to show that the resulting task hierarchies can improve effectiveness of reinforcement leaning.",
keywords = "Complex systems, casual graph, genetic programming, hierarchical reinforcement learning",
author = "Hongbing Wang and Jiancai Zhou and Xuan Zhou",
year = "2012",
doi = "10.1109/WI-IAT.2012.59",
language = "英语",
isbn = "9780769548807",
series = "Proceedings - 2012 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2012",
pages = "579--582",
booktitle = "Proceedings - 2012 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2012",
note = "2012 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2012 ; Conference date: 04-12-2012 Through 07-12-2012",
}