🚗 The 1st Place Submission to AICity Challenge 2020 re-id track (Baidu-UTS submission)
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Sep 1, 2024 - Python
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cityflow
Here are 10 public repositories matching this topic...
VehicleX: Simulating Content Consistent Vehicle Datasets with Attribute Descent (ECCV 2020, TPAMI 2023)
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Nov 15, 2023 - Python
Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem
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Sep 28, 2022 - Python
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May 20, 2022 - Python
🚦 Traffic Management System 🚏 With Deep Reinforcement Learning 🚗
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Jun 18, 2022 - Python
OptiTraffic AI Microservices is a Docker-based system that uses Kafka streams and a trained LSTM model to predict optimal traffic light phases. The stack includes multiple microservices (login, traffic signal prediction, monitoring, notifications, simulator), a React frontend, and an API gateway.
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Jul 30, 2025 - JavaScript
Decentralized traffic signal control under camera-limited observability (IEEE Access submission)
reinforcement-learning intelligent-transportation-systems ppo multi-agent-reinforcement-learning cityflow traffic-signal-control partial-observability
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Aug 27, 2026 - Python
Standalone Gym-style wrapper for CityFlow traffic signal control.
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Aug 10, 2026 - Python
Training code and data pipeline for RLPrice
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Dec 12, 2023 - Jupyter Notebook
Decentralized multi-agent RL traffic signal control using Dueling DQN + GAT (CTDE) on a 16-intersection network, reducing avg wait time by 76% and improving travel time by 17%; Dockerized and deployed on AWS.
docker flask aws reinforcement-learning pytorch multi-agent dqn gymnasium double-dqn traffic-simulation dueling-dqn graph-neural-networks cityflow
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Jan 23, 2026 - Jupyter Notebook
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