{"id":21417722,"url":"https://github.com/paulchen2713/v2x-ra-drl","last_synced_at":"2025-04-19T09:54:19.397Z","repository":{"id":225288392,"uuid":"761022704","full_name":"paulchen2713/V2X-RA-DRL","owner":"paulchen2713","description":"Attempt to reimplement the IEEE VTC2023-Spring 'Deep Reinforcement Learning-Based Resource Allocation for Cellular V2X Communications' paper","archived":false,"fork":false,"pushed_at":"2024-03-06T08:27:59.000Z","size":22457,"stargazers_count":15,"open_issues_count":1,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-29T07:05:50.473Z","etag":null,"topics":["deep-q-networks","drl","drl-tensorflow","reinforcement-learning","resource-allocation","v2x","v2x-communication"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/paulchen2713.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2024-02-21T04:59:11.000Z","updated_at":"2025-03-22T11:49:27.000Z","dependencies_parsed_at":"2024-03-06T09:42:03.066Z","dependency_job_id":null,"html_url":"https://github.com/paulchen2713/V2X-RA-DRL","commit_stats":null,"previous_names":["paulchen2713/v2x-ra-drl"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/paulchen2713%2FV2X-RA-DRL","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/paulchen2713%2FV2X-RA-DRL/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/paulchen2713%2FV2X-RA-DRL/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/paulchen2713%2FV2X-RA-DRL/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/paulchen2713","download_url":"https://codeload.github.com/paulchen2713/V2X-RA-DRL/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249668835,"owners_count":21308540,"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":["deep-q-networks","drl","drl-tensorflow","reinforcement-learning","resource-allocation","v2x","v2x-communication"],"created_at":"2024-11-22T19:17:08.493Z","updated_at":"2025-04-19T09:54:19.375Z","avatar_url":"https://github.com/paulchen2713.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# **V2X-RA-DRL**\nDeep Reinforcement Learning-Based Resource Allocation for Cellular V2X Communications\n\n## **Note**\n- This is a recent upload of a project from 16 months ago. The code is somewhat poorly written, lacking in extensibility and likely not maintainable.\n- It fails to pass some static analysis and has shown to have 2 potential bugs.\n- The original PC that I ran the code on is dead now. I know this sounds dramatic, but shit happens sometimes. So, if the dependency doesn't work, well, there's basically nothing I can do to help.\n\n## **Reference**\n- Y. -C. Chung, H. -Y. Chang, R. Y. Chang and W. -H. Chung, \"[Deep Reinforcement Learning-Based Resource Allocation for Cellular V2X Communications](https://ieeexplore.ieee.org/document/10200293),\" *2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring)*, Florence, Italy, 2023, pp. 1-7.\n\n- If you find this code helpful, we highly recommend that you read and cite this paper.\n  ```!\n  @inproceedings{chung2023deep,\n    title={Deep Reinforcement Learning-Based Resource Allocation for Cellular V2X Communications},\n    author={Chung, Yi-Ching and Chang, Hsin-Yuan and Chang, Ronald Y and Chung, Wei-Ho},\n    booktitle={2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring)},\n    pages={1--7},\n    year={2023},\n    organization={IEEE}\n  }\n  ```\n  ```!\n  @INPROCEEDINGS{10200293,\n    author={Chung, Yi-Ching and Chang, Hsin-Yuan and Chang, Ronald Y. and Chung, Wei-Ho},\n    booktitle={2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring)}, \n    title={Deep Reinforcement Learning-Based Resource Allocation for Cellular V2X Communications}, \n    year={2023},\n    volume={},\n    number={},\n    pages={1-7},\n    keywords={Deep learning;Vehicular and wireless technologies;Simulation;Vehicle-to-infrastructure;Vehicular ad hoc networks;Reinforcement learning;Resource management;Vehicle-to-everything (V2X) communication;deep reinforcement learning (DRL);resource allocation},\n    doi={10.1109/VTC2023-Spring57618.2023.10200293}}\n  ```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpaulchen2713%2Fv2x-ra-drl","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpaulchen2713%2Fv2x-ra-drl","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpaulchen2713%2Fv2x-ra-drl/lists"}