{"id":13720392,"url":"https://github.com/flow-project/flow","last_synced_at":"2025-05-15T13:08:41.932Z","repository":{"id":37699413,"uuid":"101236992","full_name":"flow-project/flow","owner":"flow-project","description":"Computational framework for reinforcement learning in traffic control","archived":false,"fork":false,"pushed_at":"2024-07-27T08:31:17.000Z","size":283829,"stargazers_count":1113,"open_issues_count":213,"forks_count":388,"subscribers_count":49,"default_branch":"master","last_synced_at":"2025-05-13T02:54:50.379Z","etag":null,"topics":["autonomous","benchmark","reinforcement-learning","sumo","traffic-control","vehicle-control"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/flow-project.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":"CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2017-08-24T00:36:03.000Z","updated_at":"2025-05-10T08:44:01.000Z","dependencies_parsed_at":"2024-11-28T20:13:45.488Z","dependency_job_id":null,"html_url":"https://github.com/flow-project/flow","commit_stats":null,"previous_names":[],"tags_count":7,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flow-project%2Fflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flow-project%2Fflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flow-project%2Fflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flow-project%2Fflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/flow-project","download_url":"https://codeload.github.com/flow-project/flow/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254346624,"owners_count":22055808,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["autonomous","benchmark","reinforcement-learning","sumo","traffic-control","vehicle-control"],"created_at":"2024-08-03T01:01:03.233Z","updated_at":"2025-05-15T13:08:36.923Z","avatar_url":"https://github.com/flow-project.png","language":"Python","funding_links":[],"categories":["Simulation","Python"],"sub_categories":["Version Control"],"readme":"\u003cimg src=\"docs/img/square_logo.png\" align=\"right\" width=\"25%\"/\u003e\n\n[![Build Status](https://travis-ci.com/flow-project/flow.svg?branch=master)](https://travis-ci.com/flow-project/flow)\n[![Docs](https://readthedocs.org/projects/flow/badge)](http://flow.readthedocs.org/en/latest/)\n[![Coverage Status](https://coveralls.io/repos/github/flow-project/flow/badge.svg?branch=master)](https://coveralls.io/github/flow-project/flow?branch=master)\n[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/flow-project/flow/binder)\n[![License](https://img.shields.io/badge/license-MIT-blue.svg)](https://github.com/flow-project/flow/blob/master/LICENSE.md)\n\n# Flow\n\n[Flow](https://flow-project.github.io/) is a computational framework for deep RL and control experiments for traffic microsimulation.\n\nSee [our website](https://flow-project.github.io/) for more information on the application of Flow to several mixed-autonomy traffic scenarios. Other [results and videos](https://sites.google.com/view/ieee-tro-flow/home) are available as well.\n\n# More information\n\n- [Documentation](https://flow.readthedocs.org/en/latest/)\n- [Installation instructions](http://flow.readthedocs.io/en/latest/flow_setup.html)\n- [Tutorials](https://github.com/flow-project/flow/tree/master/tutorials)\n- [Binder Build (beta)](https://mybinder.org/v2/gh/flow-project/flow/binder)\n\n# Technical questions\n\nIf you have a bug, please report it. Otherwise, join the [Flow Users group](https://join.slack.com/t/flow-users/shared_invite/enQtODQ0NDYxMTQyNDY2LTY1ZDVjZTljM2U0ODIxNTY5NTQ2MmUxMzYzNzc5NzU4ZTlmNGI2ZjFmNGU4YjVhNzE3NjcwZTBjNzIxYTg5ZmY) on Slack!  \n\n# Getting involved\n\nWe welcome your contributions.\n\n- Please report bugs and improvements by submitting [GitHub issue](https://github.com/flow-project/flow/issues).\n- Submit your contributions using [pull requests](https://github.com/flow-project/flow/pulls). Please use [this template](https://github.com/flow-project/flow/blob/master/.github/PULL_REQUEST_TEMPLATE.md) for your pull requests.\n\n# Citing Flow\n\nIf you use Flow for academic research, you are highly encouraged to cite our paper:\n\nC. Wu, A. Kreidieh, K. Parvate, E. Vinitsky, A. Bayen, \"Flow: Architecture and Benchmarking for Reinforcement Learning in Traffic Control,\" CoRR, vol. abs/1710.05465, 2017. [Online]. Available: https://arxiv.org/abs/1710.05465\n\nIf you use the benchmarks, you are highly encouraged to cite our paper:\n\nVinitsky, E., Kreidieh, A., Le Flem, L., Kheterpal, N., Jang, K., Wu, F., ... \u0026 Bayen, A. M,  Benchmarks for reinforcement learning in mixed-autonomy traffic. In Conference on Robot Learning (pp. 399-409). Available: http://proceedings.mlr.press/v87/vinitsky18a.html\n\n# Contributors\n\nFlow is supported by the [Mobile Sensing Lab](http://bayen.eecs.berkeley.edu/) at UC Berkeley and Amazon AWS Machine Learning research grants. The contributors are listed in [Flow Team Page](https://flow-project.github.io/team.html).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fflow-project%2Fflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fflow-project%2Fflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fflow-project%2Fflow/lists"}