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

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