Hi, You can give a look to https://github.com/lcodeca/rllibsumoutils and https://www.researchgate.net/publication/354696888_Using_Deep_Reinforcement_Learning_to_Coordinate_Multi-Modal_Journey_Planning_with_Limited_Transportation_Capacity, presented last year at the SUMO User conference.
Best, Lara On Tue 15 Mar 2022 at 09:23, Pearla Hajjar <[email protected]> wrote: > Hello, > > 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. > > Regards, > > Perla HAJJAR > > > ------------------------------ > *From:* sumo-user <[email protected]> on behalf of Lokesh Das > <[email protected]> > *Sent:* Sunday, March 13, 2022 5:45:32 AM > *To:* Sumo project User discussions <[email protected]> > *Subject:* Re: [sumo-user] Reinforcement learning for public transport > system > > Hi > 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. > > https://sumo.dlr.de/docs/TraCI.html > > Thanks, > Lokesh > > On Fri, Mar 11, 2022 at 10:20 AM Pearla Hajjar <[email protected]> > 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. > > Regards, > > Perla HAJJAR > > Ph.D Student- Universite de Versailles SQ and Communauté d’Agglomération > de Saint Quentin en Yvelines > > Direction des Mobilités- Navettes autonomes > _______________________________________________ > sumo-user mailing list > [email protected] > To unsubscribe from this list, visit > https://www.eclipse.org/mailman/listinfo/sumo-user > > _______________________________________________ > sumo-user mailing list > [email protected] > To unsubscribe from this list, visit > https://www.eclipse.org/mailman/listinfo/sumo-user >
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