AndreaVidali / Deep-QLearning-Agent-for-Traffic-Signal-Control

A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.

Date Created 2019-03-17 (5 years ago)

Commits 51 (last one 3 years ago)

Stargazers 405 (1 this week)

Watchers 8 (0 this week)

Forks 145

License mit

Ranking

RepositoryStats indexes 565,279 repositories, of these AndreaVidali/Deep-QLearning-Agent-for-Traffic-Signal-Control is ranked #103,843 (82nd percentile) for total stargazers, and #241,498 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #2,214/16,285.

AndreaVidali/Deep-QLearning-Agent-for-Traffic-Signal-Control is also tagged with popular topics, for these it's ranked: deep-reinforcement-learning (#103/353)

Other Information

AndreaVidali/Deep-QLearning-Agent-for-Traffic-Signal-Control has 1 open pull request on Github, 3 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 17 open issues and 18 closed issues.

All Topics

sumo traffic q-learning traffic-signal traffic-light-controller deep-reinforcement-learning

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updated: 2024-09-24 @ 11:06am, id: 176153505 / R_kgDOCn_joQ