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traffic-simulation

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Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision

Ujwal2910 / Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision

Star 215

We have used Deep Reinforcement Learning and Advanced Computer Vision techniques to for the creation of Smart Traffic Signals for Indian Roads. We have created the scripts for using SUMO as our environment for deploying all our RL models.

opencv machine-learning reinforcement-learning deep-learning simulation emulation simulation-environment image-processing deep-reinforcement-learning traffic-analysis video-processing sumo sumologic visionprocessing traffic-simulation shadow-removal indian-traffic smart-traffic-signals rl-agent-learning
  • Updated May 24, 2019
  • Python

Xuan-1998 / LPSim

Star 76

GPU-accelerated, multi-GPU simulator for large-scale network flow and agent-based optimization: powers ICML 2026 deep-RL dispatch, MoE routing policies, and closed-loop LLM-driven fleet optimization over networks with hundreds of thousands of nodes and millions of agents.

simulator reinforcement-learning hpc cuda deep-reinforcement-learning high-performance-computing gpu-computing mobility multi-gpu icml traffic-simulation rl-environment ride-hailing large-scale-simulation ai-for-science
  • Updated Aug 17, 2026
  • C++

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