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DareanW / Intelligent-Traffic-Optimization-3

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
https://lucasalegre.github.io/sumo-rl
MIT License
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Implement the 5th Algorithm: “A Traffic Light Dynamic Control Algorithm with Deep Reinforcement Learning Based on GNN Prediction #5

Open DareanW opened 3 months ago

DareanW commented 3 months ago

https://doi.org/10.48550/arXiv.2009.14627

DareanW commented 3 months ago

2024-07-27 111422_alpha0.1_gamma0.99_eps0.05_decay1.0_conn0_ep1.csv GPlight