IEEE - Institute of Electrical and Electronics Engineers, Inc. - Incremental Lifelong Deep Learning for Autonomous Vehicles

2018 IEEE International Conference on Intelligent Transportation Systems (ITSC)

Author(s): John M. Pierre
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 November 2018
Conference Location: Maui, HI, USA, USA
Conference Date: 4 November 2018
Page(s): 3,949 - 3,954
ISBN (Electronic): 978-1-7281-0323-5
ISBN (USB): 978-1-7281-0322-8
ISBN (Paper): 978-1-7281-0321-1
ISSN (Electronic): 2153-0017
DOI: 10.1109/ITSC.2018.8569992
Regular:

We investigate a deep learning methodology that can produce more accurate behaviors for autonomous vehicles with a much smaller amount of training data than by using supervised learning alone. In... View More

Advertisement