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AI-Powered Adaptive Traffic Light Control in SUMO: A DQN with LSTM Approach
PLC controlled traffic lights with online SUMO traffic simulation, www.traffic.bme.hu
Traffic light simulator(Reinforcement Learning)
SUMO demo with Reinforcement Learning
Decentralized Reinforcement Learning Traffic Signal Control
SUMO Traffic Simulation (fixed time traffic light controller)
Solving Urban Congestion with AI: Deep Reinforcement Learning for Smart Traffic Lights (SUMO)
Deep Reinforcement Learning Traffic Signal Control Simulation
Traffic signal Cyclic timer simulation in SUMO
Dynamic traffic light management system using reinforcement learning.
Traffic lights coordination scheme in the SUMO software. Basic variant.
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Last Updated: August 22, 2026
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