Sumo Traffic Simulator Python
![[2010.03289] QarSUMO: A Parallel, Congestion-optimized Traffic Simulator](https://ar5iv.labs.arxiv.org/html/2010.03289/assets/figure/screenshot_sumo.png "Sumo Traffic Simulator Python")
![[2109.11620] Enhancing SUMO simulator for simulation based testing and ...](https://ar5iv.labs.arxiv.org/html/2109.11620/assets/Figures/comparison_scratch_sumo-gym.png "Sumo Traffic Simulator Python")
![[2304.05982] Traffic Modeling with SUMO: a Tutorial](https://ar5iv.labs.arxiv.org/html/2304.05982/assets/img/sumo_ui.png "Sumo Traffic Simulator Python")
![SUMO-GUI at the end of t=1000ms with new traffic logic [IV] SIMULATION ...](https://www.researchgate.net/publication/258566699/figure/fig5/AS:392780636540939@1470657609203/Fig-4-SUMO-GUI-at-the-end-of-t1000ms-with-new-traffic-logic-IV-SIMULATION-RESULTS-AND.png "Sumo Traffic Simulator Python")
.png "Sumo Traffic Simulator Python")
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