Conference
Multi-Agent Reinforcement Learning for Integrated Network of Adaptive Traffic Signal Controllers (MARLIN-ATSC)
Abstract
Traffic congestion in Greater Toronto Area costs Canada $ 6 billion /year and is expected to grow up to $ 15 billion /year in the next few decades. Adaptive Traffic Signal Control(ATSC) is a promising technique to alleviate traffic congestion. For medium-large transportation networks, coordinated ATSC is becoming a challenging problem because the number of system states and actions grows exponentially as the number of networked intersections …
Authors
El-Tantawy S; Abdulhai B
Pagination
pp. 319-326
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
DOI
10.1109/itsc.2012.6338707
Name of conference
2012 15th International IEEE Conference on Intelligent Transportation Systems
Conference proceedings
17th International IEEE Conference on Intelligent Transportation Systems (ITSC)
ISSN
2153-0009