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Home » Proposals » Eclipse Sumo » SUMO baseline networks and traffic(SUMO baselines to compare with my own conducted methods.)
SUMO baseline networks and traffic [message #1849285] Tue, 11 January 2022 11:57
THEODOROS TRANOS is currently offline THEODOROS TRANOSFriend
Messages: 3
Registered: October 2021
Junior Member
Hello!

I'm experimenting with Machine Learning using SUMO, trying to learn agents to drive and have made an algorithm that from random driving behavior reaches convergence with 0 collisions and a good driving policy.

I'm just wondering if there's any baseline network/traffic to test and compare my algorithm or should I just import real life scenarios from OSM Wizard for training and testing?

I'm relatively new to this field and I'm not entirely sure if this is a SUMO question or a ML question.

Any insights?
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