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Re: [sumo-user] Reinforcement learning for public transport system
  • From: Pearla Hajjar <pearlahajjar@xxxxxxxxxxx>
  • Date: Tue, 15 Mar 2022 09:23:11 +0000
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  • Thread-topic: [sumo-user] Reinforcement learning for public transport system


Thank you for your reply. I checked the link you sent, but I didn't see how it can help me with RL in sumo. I have managed to mess around using traci, but I don't get the idea of how RL will work with sumo.

Every example I see is about the traffic lights only.



From: sumo-user <sumo-user-bounces@xxxxxxxxxxx> on behalf of Lokesh Das <lokeshcsedu@xxxxxxxxx>
Sent: Sunday, March 13, 2022 5:45:32 AM
To: Sumo project User discussions <sumo-user@xxxxxxxxxxx>
Subject: Re: [sumo-user] Reinforcement learning for public transport system
The following link would be a very helpful and good starting point. SUMO works as an environment and TraCI has APIs to bridge between RL algorithm and SUMO. 


On Fri, Mar 11, 2022 at 10:20 AM Pearla Hajjar <pearlahajjar@xxxxxxxxxxx> wrote:
Hello all,

I am new to sumo and I am currently creating a public transport system simulation. I want want to apply reinforcement learning on the buses to apply some strategy.

I don't know where to start from regarding how to implement the environment of RL in sumo, how to link it to the graphical interface and how to store states. 

Is there any link or documentation on how to implement these parameters? I would appreciate any resources you provide.



Ph.D Student- Universite de Versailles SQ and Communauté d’Agglomération de Saint Quentin en Yvelines

Direction des Mobilités- Navettes autonomes 

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