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In this repository, all codes necessary to implement an optimised traffic simulation are presented. This includes a one single intersection layout, and two intserection with one agent and multiagent.

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josepamigoo/RL-for-Traffic-Optimization-using-SUMO

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RL-for-Traffic-Optimization-using-SUMO

In this repository, all codes necessary to implement an optimised traffic simulation are presented. This includes a one single intersection layout, and two intersections with one agent and multiagent.

Important notes

Folder 2-Intersections-1NN is currently unavailable, please see 2-Intersections-1NN-v1

Authors

This code is the result of a joint project done as part of the Bachelor's in Engineering Physics at UPC developed by:

  • Josep Amigó
  • Marina Maroto
  • Sara Molló

References

Based on Andrea Vidali's implementation at: https://github.com/AndreaVidali/Deep-QLearning-Agent-for-Traffic-Signal-Control.git

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In this repository, all codes necessary to implement an optimised traffic simulation are presented. This includes a one single intersection layout, and two intserection with one agent and multiagent.

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