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