Cooperative Deep Q-Learning With Q-Value Transfer for Multi-Intersection Signal Control
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2907618
Abstract: The problem of adaptive traffic signal control in the multi-intersection system has attracted the attention of researchers. Among the existing methods, reinforcement learning has shown to be effective. However, the complex intersection features, heterogeneous intersection… read more here.
Keywords: cooperative deep; signal control; multi intersection; intersection ... See more keywords
Inverse-GMM: A Latency Distribution Shaping Method for Industrial Cooperative Deep Learning Systems
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2022.3229448
Abstract: The front deployed deep learning is a promising technology of the next generation industrial applications, which can extract essential information from high dimension sensors. However, part of these heavy computation tasks at resource constrained front… read more here.
Keywords: cooperative deep; latency; deep learning; distribution ... See more keywords