Re: [sumo-user] Reinforcement learning for public transport system
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 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 on behalf of Lokesh Das > > *Sent:* Sunday, March 13, 2022 5:45:32 AM > *To:* Sumo project User discussions > *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 > 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 > sumo-user@eclipse.org > To unsubscribe from this list, visit > https://www.eclipse.org/mailman/listinfo/sumo-user > > ___ > sumo-user mailing list > sumo-user@eclipse.org > To unsubscribe from this list, visit > https://www.eclipse.org/mailman/listinfo/sumo-user > ___ sumo-user mailing list sumo-user@eclipse.org To unsubscribe from this list, visit https://www.eclipse.org/mailman/listinfo/sumo-user
Re: [sumo-user] Reinforcement learning for public transport system
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 on behalf of Lokesh Das Sent: Sunday, March 13, 2022 5:45:32 AM To: Sumo project User discussions 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 mailto:pearlahaj...@outlook.com>> 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 sumo-user@eclipse.org<mailto:sumo-user@eclipse.org> To unsubscribe from this list, visit https://www.eclipse.org/mailman/listinfo/sumo-user ___ sumo-user mailing list sumo-user@eclipse.org To unsubscribe from this list, visit https://www.eclipse.org/mailman/listinfo/sumo-user
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 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 > sumo-user@eclipse.org > To unsubscribe from this list, visit > https://www.eclipse.org/mailman/listinfo/sumo-user > ___ sumo-user mailing list sumo-user@eclipse.org To unsubscribe from this list, visit https://www.eclipse.org/mailman/listinfo/sumo-user
[sumo-user] Reinforcement learning for public transport system
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 sumo-user@eclipse.org To unsubscribe from this list, visit https://www.eclipse.org/mailman/listinfo/sumo-user
