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SUMO baseline networks and traffic [message #1849285]

Tue, 11 January 2022 06:57

Eclipse User

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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