{"id":20669554,"url":"https://github.com/iitis/error-correcting","last_synced_at":"2026-04-18T22:33:38.088Z","repository":{"id":205760917,"uuid":"422556227","full_name":"iitis/error-correcting","owner":"iitis","description":null,"archived":false,"fork":false,"pushed_at":"2023-11-21T10:53:16.000Z","size":56965,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-17T13:32:27.706Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/iitis.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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,"publiccode":null,"codemeta":null}},"created_at":"2021-10-29T11:53:07.000Z","updated_at":"2023-11-06T10:09:54.000Z","dependencies_parsed_at":"2025-01-17T13:40:30.748Z","dependency_job_id":null,"html_url":"https://github.com/iitis/error-correcting","commit_stats":null,"previous_names":["iitis/error-correcting"],"tags_count":2,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iitis%2Ferror-correcting","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iitis%2Ferror-correcting/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iitis%2Ferror-correcting/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iitis%2Ferror-correcting/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/iitis","download_url":"https://codeload.github.com/iitis/error-correcting/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":242886164,"owners_count":20201494,"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":[],"created_at":"2024-11-16T20:14:47.208Z","updated_at":"2026-04-18T22:33:38.045Z","avatar_url":"https://github.com/iitis.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.10074900.svg)](https://doi.org/10.5281/zenodo.10074900)\n# Post-Error Correction for Quantum Annealing Processor using Reinforcement Learning\nTomasz Śmierzchalski, Łukasz Pawela, Zbigniew Puchała, Tomasz Trzciński and Bartłomiej Gardas\n\n## Description\nThis is the code and data required to reproduce all results presented in the paper [Post-Error Correction for Quantum Annealing Processor using Reinforcement Learning](https://www.iccs-meeting.org/archive/iccs2022/papers/133530246.pdf) published in Proceedings of the 22nd International Conference on Computational Science (ICCS 2022). \nAll training and validation data were generated randomly during the model's training. The \"data\" folder consists of test datasets for different sizes of Chimera architecture. Further details are presented in the paper.\n\n## Keywords\nQuantum Annealing, Quantum Error Correction, Reinforcement Learning, Error Mitigation\n\n## Acknowledgmens\nThis research was supported by the National Science Centre (NCN), Poland, under project number 2020/38/E/ST3/00269.\n\n## Citation\nIf you find this research useful, please cite it under:\n\n@InProceedings{10.1007/978-3-031-08760-8_22,   \n author=\"{\\'{S}}mierzchalski, Tomasz     \n        and Pawela, {\\L}ukasz    \n        and Pucha{\\l}a, Zbigniew    \n        and Trzci{\\'{n}}ski, Tomasz    \n        and Gardas, Bart{\\l}omiej\",    \n editor=\"Groen, Derek    \n        and de Mulatier, Cl{\\'e}lia    \n        and Paszynski, Maciej    \n        and Krzhizhanovskaya, Valeria V.    \n        and Dongarra, Jack J.    \n        and Sloot, Peter M. A.\",    \n title=\"Post-error Correction for Quantum Annealing Processor Using Reinforcement Learning\",    \n booktitle=\"Computational Science -- ICCS 2022\",    \n year=\"2022\",    \n publisher=\"Springer International Publishing\",    \n pages=\"261--268\",   \n isbn=\"978-3-031-08760-8\"   \n doi=\"10.1007/978-3-031-08760-8_22\"   \n}\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiitis%2Ferror-correcting","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fiitis%2Ferror-correcting","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiitis%2Ferror-correcting/lists"}