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    GAN and Multi-Agent DRL Based Decentralized Traffic Light Signal Control
                                      
                                            Wang, Zixin,                              Zhu, Hanyu,                              He, Mingcheng,                              Zhou, Yong,                              Luo, Xiliang,                              Zhang, Ning                              
Published in IEEE transactions on vehicular technology (01.02.2022)
                   
      
      
                                                  Published in IEEE transactions on vehicular technology (01.02.2022)
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              Journal Article
          
              
          Traffic light control using deep policy-gradient and value-function-based reinforcement learning
                                      
                                            Mousavi, Seyed Sajad,                              Schukat, Michael,                              Howley, Enda                              
Published in IET intelligent transport systems (01.09.2017)
                   
      
      
                                                  Published in IET intelligent transport systems (01.09.2017)
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              Journal Article
          
              
          Adaptive Traffic Signal Control using CV2X
                                      
                                            Palash, Mahbubul Alam,                              Wijesekera, Duminda                              
Published in IEEE Vehicular Technology Conference (10.10.2023)
                   
      
      
                                                  Published in IEEE Vehicular Technology Conference (10.10.2023)
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              Conference Proceeding
          
              
          Reinforcement learning based adaptive traffic signal control method invariant to the configuration of the traffic lights
                                      
                                            Yumaganov, Alexander,                              Agafonov, Anton,                              Myasnikov, Vladislav                              
Published in 2024 X International Conference on Information Technology and Nanotechnology (ITNT) (20.05.2024)
                   
      
      
                                                  Published in 2024 X International Conference on Information Technology and Nanotechnology (ITNT) (20.05.2024)
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              Conference Proceeding
          
              
          Smart traffic light control system using image processing
                                      
                                            Meng, Belinda Chong Chiew,                              Damanhuri, Nor Salwa,                              Othman, Nor Azlan                              
Published in IOP conference series. Materials Science and Engineering (01.02.2021)
                   
      
      
                                                  Published in IOP conference series. Materials Science and Engineering (01.02.2021)
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              Journal Article
          
              
          Multiagent Reinforcement Learning Applied to Traffic Light Signal Control
                                      
                                            Higuera, Carolina,                              Lozano, Fernando,                              Camacho, Edgar Camilo,                              Higuera, Carlos Hernando                              
Published in Advances in Practical Applications of Survivable Agents and Multi-Agent Systems: The PAAMS Collection (2019)
                   
      
      
                                                  Published in Advances in Practical Applications of Survivable Agents and Multi-Agent Systems: The PAAMS Collection (2019)
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              Book Chapter
          
              
          Demonstration of Multiagent Reinforcement Learning Applied to Traffic Light Signal Control
                                      
                                            Higuera, Carolina,                              Lozano, Fernando,                              Camacho, Edgar Camilo,                              Higuera, Carlos Hernando                              
Published in Advances in Practical Applications of Survivable Agents and Multi-Agent Systems: The PAAMS Collection (2019)
                   
      
      
                                                  Published in Advances in Practical Applications of Survivable Agents and Multi-Agent Systems: The PAAMS Collection (2019)
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              Book Chapter
          
              
          Impact of Deep RL-based Traffic Signal Control on Air Quality
                                      
                                            Haydari, Ammar,                              Zhang, Michael,                              Chuah, Chen-Nee,                              Ghosal, Dipak                              
Published in IEEE Vehicular Technology Conference (01.04.2021)
                   
      
      
                                                  Published in IEEE Vehicular Technology Conference (01.04.2021)
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              Conference Proceeding
          
              
          Wind and light complementary type traffic signal lamp adaptive control device
                                      
                                            ZHANG YUN,                              SUN YIHENG,                              WANG ZHIJIE,                              LIU JIAOJIAO,                              ZHANG ZHENHAI,                              YAN FENG,                              YE YIZHI                              
Year of Publication 01.10.2014
                         
                                            
                   
      
      
                                                                                
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              Year of Publication 01.10.2014
              Patent