IEEE - Institute of Electrical and Electronics Engineers, Inc. - Efficient use of Nadaraya-Watson models and low-discrepancy sequences for approximate dynamic programming
2015 International Joint Conference on Neural Networks (IJCNN)
Author(s): | Cristiano Cervellera ; Mauro Gaggero ; Danilo Maccio ; Roberto Marcialis |
Publisher: | IEEE - Institute of Electrical and Electronics Engineers, Inc. |
Publication Date: | 1 July 2015 |
Conference Location: | Killarney, Ireland |
Conference Date: | 12 July 2015 |
Page(s): | 1 - 8 |
ISBN (Electronic): | 978-1-4799-1960-4 |
ISBN (DVD): | 978-1-4799-1959-8 |
ISSN (Electronic): | 2161-4407 |
DOI: | 10.1109/IJCNN.2015.7280552 |
Regular:
In this paper, techniques for reducing the computational burden to find approximate solutions to multistage finite-horizon optimal control problems are investigated. More specifically, we focus on... View More