Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385567584> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W4385567584 abstract "Traffic signal control plays a pivotal role in the management of urban traffic flow. With the rapid advancement of reinforcement learning, the development of signal control methods has seen a significant boost. However, a major challenge in implementing these methods is ensuring that signal lights do not change abruptly, as this can lead to traffic accidents. To mitigate this risk, a time-delay is introduced in the implementation of control actions, but usually has a negative impact on the overall efficacy of the control policy. To address this challenge, this paper presents a novel Traffic Signal Control Framework (PRLight), which leverages an On-policy Traffic Control Model (OTCM) and an Online Traffic Prediction Model (OTPM) to achieve efficient and real-time control of traffic signals. The framework collects multi-source traffic information from a local-view graph in real-time and employs a novel fast attention mechanism to extract relevant traffic features. To be specific, OTCM utilizes the predicted traffic state as input, eliminating the need for communication with other agents and maximizing computational efficiency while ensuring that the most relevant information is used for signal control. The proposed framework was evaluated on both simulated and real-world road networks and compared to various state-of-the-art methods, demonstrating its effectiveness in preventing traffic congestion and accidents." @default.
- W4385567584 created "2023-08-05" @default.
- W4385567584 creator A5014939822 @default.
- W4385567584 creator A5022892997 @default.
- W4385567584 creator A5059573675 @default.
- W4385567584 creator A5084611756 @default.
- W4385567584 date "2023-08-04" @default.
- W4385567584 modified "2023-09-27" @default.
- W4385567584 title "Mitigating Action Hysteresis in Traffic Signal Control with Traffic Predictive Reinforcement Learning" @default.
- W4385567584 cites W1586184632 @default.
- W4385567584 cites W1993167666 @default.
- W4385567584 cites W2009672082 @default.
- W4385567584 cites W2059820930 @default.
- W4385567584 cites W2088620633 @default.
- W4385567584 cites W2091565802 @default.
- W4385567584 cites W2109199369 @default.
- W4385567584 cites W2610397574 @default.
- W4385567584 cites W2617547828 @default.
- W4385567584 cites W2746553466 @default.
- W4385567584 cites W2789443414 @default.
- W4385567584 cites W2809148419 @default.
- W4385567584 cites W2904065660 @default.
- W4385567584 cites W2913230672 @default.
- W4385567584 cites W2915117209 @default.
- W4385567584 cites W2988973041 @default.
- W4385567584 cites W2998332605 @default.
- W4385567584 cites W3010191728 @default.
- W4385567584 cites W3018779742 @default.
- W4385567584 cites W3046988891 @default.
- W4385567584 cites W3100789280 @default.
- W4385567584 cites W3102059892 @default.
- W4385567584 cites W3106357768 @default.
- W4385567584 cites W3109476376 @default.
- W4385567584 cites W3173760308 @default.
- W4385567584 cites W3210690059 @default.
- W4385567584 cites W3211852844 @default.
- W4385567584 cites W3216070494 @default.
- W4385567584 cites W4285603540 @default.
- W4385567584 cites W4382239890 @default.
- W4385567584 doi "https://doi.org/10.1145/3580305.3599528" @default.
- W4385567584 hasPublicationYear "2023" @default.
- W4385567584 type Work @default.
- W4385567584 citedByCount "0" @default.
- W4385567584 crossrefType "proceedings-article" @default.
- W4385567584 hasAuthorship W4385567584A5014939822 @default.
- W4385567584 hasAuthorship W4385567584A5022892997 @default.
- W4385567584 hasAuthorship W4385567584A5059573675 @default.
- W4385567584 hasAuthorship W4385567584A5084611756 @default.
- W4385567584 hasBestOaLocation W43855675841 @default.
- W4385567584 hasConcept C127413603 @default.
- W4385567584 hasConcept C154945302 @default.
- W4385567584 hasConcept C176715033 @default.
- W4385567584 hasConcept C199360897 @default.
- W4385567584 hasConcept C207512268 @default.
- W4385567584 hasConcept C22212356 @default.
- W4385567584 hasConcept C2775924081 @default.
- W4385567584 hasConcept C2779843651 @default.
- W4385567584 hasConcept C2779888511 @default.
- W4385567584 hasConcept C2987419075 @default.
- W4385567584 hasConcept C31258907 @default.
- W4385567584 hasConcept C41008148 @default.
- W4385567584 hasConcept C64093975 @default.
- W4385567584 hasConcept C79403827 @default.
- W4385567584 hasConcept C97541855 @default.
- W4385567584 hasConceptScore W4385567584C127413603 @default.
- W4385567584 hasConceptScore W4385567584C154945302 @default.
- W4385567584 hasConceptScore W4385567584C176715033 @default.
- W4385567584 hasConceptScore W4385567584C199360897 @default.
- W4385567584 hasConceptScore W4385567584C207512268 @default.
- W4385567584 hasConceptScore W4385567584C22212356 @default.
- W4385567584 hasConceptScore W4385567584C2775924081 @default.
- W4385567584 hasConceptScore W4385567584C2779843651 @default.
- W4385567584 hasConceptScore W4385567584C2779888511 @default.
- W4385567584 hasConceptScore W4385567584C2987419075 @default.
- W4385567584 hasConceptScore W4385567584C31258907 @default.
- W4385567584 hasConceptScore W4385567584C41008148 @default.
- W4385567584 hasConceptScore W4385567584C64093975 @default.
- W4385567584 hasConceptScore W4385567584C79403827 @default.
- W4385567584 hasConceptScore W4385567584C97541855 @default.
- W4385567584 hasLocation W43855675841 @default.
- W4385567584 hasOpenAccess W4385567584 @default.
- W4385567584 hasPrimaryLocation W43855675841 @default.
- W4385567584 hasRelatedWork W2156725836 @default.
- W4385567584 hasRelatedWork W2511035302 @default.
- W4385567584 hasRelatedWork W2520057207 @default.
- W4385567584 hasRelatedWork W2986896298 @default.
- W4385567584 hasRelatedWork W3117279048 @default.
- W4385567584 hasRelatedWork W3165390189 @default.
- W4385567584 hasRelatedWork W3169884754 @default.
- W4385567584 hasRelatedWork W4226139383 @default.
- W4385567584 hasRelatedWork W635572518 @default.
- W4385567584 hasRelatedWork W642444140 @default.
- W4385567584 isParatext "false" @default.
- W4385567584 isRetracted "false" @default.
- W4385567584 workType "article" @default.