IEEE - Institute of Electrical and Electronics Engineers, Inc. - A hierarchical reinforcement learning algorithm based on heuristic reward function

2010 2nd International Conference on Advanced Computer Control (ICACC)

Author(s): Qicui Yan ; Quan Liu ; Daojing Hu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 March 2010
Conference Location: Shenyang, China, China
Conference Date: 27 March 2010
Volume: 3
Page(s): 371 - 376
ISBN (CD): 978-1-4244-5847-9
ISBN (Electronic): 978-1-4244-5848-6
ISBN (Paper): 978-1-4244-5845-5
DOI: 10.1109/ICACC.2010.5486837
Regular:

A hierarchical reinforcement learning method based on heuristic reward function is proposed to solve the problem of "curse of dimensionality", that is the states space will grow exponentially in... View More

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