IEEE - Institute of Electrical and Electronics Engineers, Inc. - Connect-Based Subgoal Discovery for Options in Hierarchical Reinforcement Learning
2007 3rd International Conference on Natural Computation
Author(s): | Fei Chen ; Shifu Chen ; Yang Gao ; Zhenduo Ma |
Publisher: | IEEE - Institute of Electrical and Electronics Engineers, Inc. |
Publication Date: | 1 August 2007 |
Conference Location: | Haikou, China |
Conference Date: | 24 August 2007 |
Volume: | 4 |
Page(s): | 698 - 702 |
ISBN (Paper): | 978-0-7695-2875-5 |
DOI: | 10.1109/ICNC.2007.312 |
Regular:
This paper presents a new method which uses a connect-based thought to automatically discover subgoals in a dynamic environment. We argue that the states which are not only visited frequently in... View More