https://github.com/wasdee/trafficLightDQN

a simple intersection simulation on simpy + DQN
https://github.com/wasdee/trafficLightDQN

Last synced: 2 months ago
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a simple intersection simulation on simpy + DQN

• Host: GitHub
• URL: https://github.com/wasdee/trafficLightDQN
• Owner: wasdee
• License: agpl-3.0
• Archived: true
• Created: 2017-08-19T03:04:22.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2023-02-08T11:12:30.000Z (almost 2 years ago)
• Last Synced: 2024-08-05T10:08:06.393Z (6 months ago)
• Language: Python
• Size: 6.12 MB
• Stars: 7
• Watchers: 3
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# trafficLightDQN

Aug 2017, my team was participating Asia Open Data 2017, [5-nation Hackathon](https://opendata.tca.org.tw/asia/news-article.php?id=13) We developed a traffic light timing system based on deep reinforcement learning, Won a 5-nation Hackathon in Asia Open Data 2017.

![IMG_3195](https://user-images.githubusercontent.com/8089231/217511247-d3f90225-e963-4dae-9a0e-69af49ad0f5f.jpg)

![image](https://user-images.githubusercontent.com/8089231/217511286-d1f994aa-4336-47f4-9fa9-f25315e4ffdd.png)

Please take a look at our [presentation file](https://github.com/wasdee/trafficLightDQN/blob/master/Deep%20reinforcement%20learning%20for%20traffic%20lights%20timing%20to%20minimize%20commuting%20time.pdf) for more detail.