{"id":32358,"name":"eqmarl","description":"This is the repository for the paper \"eQMARL: Entangled Quantum Multi-Agent Reinforcement Learning for Distributed Cooperation over Quantum Channels\" published in ICLR 2025","url":"https://github.com/news-vt/eqmarl","last_synced_at":"2025-09-08T11:48:43.964Z","repository":{"id":278611717,"uuid":"700972570","full_name":"news-vt/eqmarl","owner":"news-vt","description":"This is the repository for the paper \"eQMARL: Entangled Quantum Multi-Agent Reinforcement Learning for Distributed Cooperation over Quantum Channels\" published in ICLR 2025","archived":false,"fork":false,"pushed_at":"2025-07-10T16:54:20.000Z","size":124942,"stargazers_count":5,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-09-05T10:41:21.930Z","etag":null,"topics":["machine-learning","multi-agent-reinforcement-learning","quantum-computing","quantum-entanglement"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"cc-by-4.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/news-vt.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.bib","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2023-10-05T16:47:39.000Z","updated_at":"2025-07-29T08:30:21.000Z","dependencies_parsed_at":"2025-05-13T18:42:22.454Z","dependency_job_id":null,"html_url":"https://github.com/news-vt/eqmarl","commit_stats":null,"previous_names":["news-vt/eqmarl"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/news-vt/eqmarl","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/news-vt%2Feqmarl","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/news-vt%2Feqmarl/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/news-vt%2Feqmarl/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/news-vt%2Feqmarl/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/news-vt","download_url":"https://codeload.github.com/news-vt/eqmarl/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/news-vt%2Feqmarl/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274180764,"owners_count":25236547,"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","status":"online","status_checked_at":"2025-09-08T02:00:09.813Z","response_time":121,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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"}},"owner":{"login":"news-vt","name":"NEWS@VT","uuid":"90358239","kind":"organization","description":"Network sciEnce, Wireless, and Security laboratory at Virginia Tech (NEWS@VT)","email":null,"website":"https://www.netsciwis.com/","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/90358239?v=4","repositories_count":4,"last_synced_at":"2023-03-08T19:40:48.297Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/news-vt","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-18T09:54:31.067Z","updated_at":"2023-03-08T19:40:48.374Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/news-vt","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/news-vt/repositories"},"packages":[],"commits":{"id":10930592,"full_name":"news-vt/eqmarl","default_branch":"master","committers":null,"total_commits":null,"total_committers":null,"total_bot_commits":null,"total_bot_committers":null,"mean_commits":null,"dds":null,"past_year_committers":null,"past_year_total_commits":null,"past_year_total_committers":null,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":null,"past_year_dds":null,"last_synced_at":null,"last_synced_commit":null,"created_at":"2025-09-05T05:24:53.047Z","updated_at":"2025-09-05T05:24:53.047Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/news-vt%2Feqmarl/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:16.827Z","repositories_count":5482481,"commits_count":853982201,"contributors_count":31119904,"owners_count":907868,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"news-vt/eqmarl","html_url":"https://github.com/news-vt/eqmarl","last_synced_at":null,"status":null,"issues_count":null,"pull_requests_count":null,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":null,"pull_requests_closed_count":null,"pull_request_authors_count":null,"issue_authors_count":null,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":null,"bot_issues_count":null,"bot_pull_requests_count":null,"past_year_issues_count":null,"past_year_pull_requests_count":null,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":null,"past_year_pull_requests_closed_count":null,"past_year_pull_request_authors_count":null,"past_year_issue_authors_count":null,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":null,"past_year_bot_pull_requests_count":null,"past_year_merged_pull_requests_count":null,"created_at":"2025-09-05T05:25:04.102Z","updated_at":"2025-09-05T05:25:04.102Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/news-vt%2Feqmarl","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/news-vt%2Feqmarl/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{},"issue_authors":{},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.444Z","repositories_count":10086255,"issues_count":31275313,"pull_requests_count":96382867,"authors_count":10695584,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"WatchEvent":3,"PushEvent":11,"PublicEvent":1,"ForkEvent":1},"last_year":{"WatchEvent":3,"PushEvent":11,"PublicEvent":1,"ForkEvent":1}},"keywords":["machine-learning","multi-agent-reinforcement-learning","quantum-computing","quantum-entanglement"],"dependencies":[{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2025-02-20T18:47:20.331Z","updated_at":"2025-02-20T18:47:20.331Z","repository_link":"https://github.com/news-vt/eqmarl/blob/main/pyproject.toml","dependencies":[]},{"ecosystem":"pypi","filepath":"requirements-dev.txt","sha":null,"kind":"manifest","created_at":"2025-02-20T18:47:20.376Z","updated_at":"2025-02-20T18:47:20.376Z","repository_link":"https://github.com/news-vt/eqmarl/blob/main/requirements-dev.txt","dependencies":[{"id":21961910023,"package_name":"jupyter","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2025-02-20T18:47:20.444Z","updated_at":"2025-02-20T18:47:20.444Z","repository_link":"https://github.com/news-vt/eqmarl/blob/main/requirements.txt","dependencies":[{"id":21961910025,"package_name":"gymnasium","ecosystem":"pypi","requirements":"\u003e=0.26,\u003c1.0","direct":true,"kind":"runtime","optional":false},{"id":21961910057,"package_name":"minigrid","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":21961911213,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":21961911325,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":21961911326,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":21961911327,"package_name":"qutip","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":21961911713,"package_name":"seaborn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":21961911714,"package_name":"sympy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":21961911715,"package_name":"tensorflow","ecosystem":"pypi","requirements":"==2.7.0","direct":true,"kind":"runtime","optional":false},{"id":21961911716,"package_name":"tensorflow-quantum","ecosystem":"pypi","requirements":"==0.7.2","direct":true,"kind":"runtime","optional":false},{"id":21961912992,"package_name":"cirq","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":21961912993,"package_name":"tqdm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":21961912994,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-04T15:51:05.438Z","updated_at":"2025-10-07T08:13:43.908Z","avatar_url":"https://github.com/news-vt.png","language":"Jupyter Notebook","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/32358","html_url":"https://science.ecosyste.ms/projects/32358"}