Explicit coordinated signal control using soft actor–critic for cycle length determination
Kun Zhang,
Hongfeng Xu,
Baofeng Pan
et al.
Abstract:Explicit signal coordination carries prior knowledge of traffic engineering and is widely accepted for global implementation. With the recent popularity of reinforcement learning, numerous researchers have turned to implicit signal coordination. However, these methods inevitably require learning coordination from scratch. To maximize the use of prior knowledge, this study proposes an explicit coordinated signal control (ECSC) method using a soft actor–critic for cycle length determination. This method can fund… Show more
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