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

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