{"id":29260267,"url":"https://github.com/kurosawaxyz/prma","last_synced_at":"2025-07-04T07:38:44.838Z","repository":{"id":230570786,"uuid":"778889217","full_name":"kurosawaxyz/PrMA","owner":"kurosawaxyz","description":"Prioritized memories activation using Reinforcement Learning","archived":false,"fork":false,"pushed_at":"2024-05-21T18:25:38.000Z","size":4635,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-06-18T12:57:18.259Z","etag":null,"topics":["dynamic-algorithms","dynamic-programming","reinforcement-learning","successor-representation"],"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/kurosawaxyz.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,"publiccode":null,"codemeta":null}},"created_at":"2024-03-28T15:55:23.000Z","updated_at":"2025-02-06T06:30:50.000Z","dependencies_parsed_at":"2025-03-12T00:39:02.949Z","dependency_job_id":null,"html_url":"https://github.com/kurosawaxyz/PrMA","commit_stats":null,"previous_names":["meriadoc-gitgit/prioritized-memories-activation","meriadoc-gitgit/prma","vivienneforreal/prma","kurosawaxyz/prma"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/kurosawaxyz/PrMA","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kurosawaxyz%2FPrMA","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kurosawaxyz%2FPrMA/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kurosawaxyz%2FPrMA/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kurosawaxyz%2FPrMA/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kurosawaxyz","download_url":"https://codeload.github.com/kurosawaxyz/PrMA/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kurosawaxyz%2FPrMA/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263470596,"owners_count":23471779,"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":["dynamic-algorithms","dynamic-programming","reinforcement-learning","successor-representation"],"created_at":"2025-07-04T07:38:43.758Z","updated_at":"2025-07-04T07:38:44.816Z","avatar_url":"https://github.com/kurosawaxyz.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Activation priorisée des souvenirs pour l'apprentissage par renforcement\n## Résumé \nL'objet du projet est de s'inspirer finement des propriétés d'un modèle de neurosciences computationnelles pour construire un algorithme d'apprentissage par renforcement performant.\n## Références\nLes articles principaux :\n- Prioritized memory access explains planning and hippocampal replay | MG , ND Daw - Nature Neuroscience, 2018 | [Pdf](https://www.biorxiv.org/content/biorxiv/early/2018/05/20/225664.full.pdf)\n\n- Efficient Learning and Planning within the Dyna Framework | Jing Peng, Ronald J. Williams, Adaptive Behavior, 1(4):437-454, 1993 | [pdf](https://citeseerx.ist.psu.edu/document?repid=rep1\u0026type=pdf\u0026doi=c5fc10768d83ba42a360d861eb96d79fec5d52f4)\n\n- Prioritized experience replay | Schaul, T., Quan, J., Antonoglou, I., \u0026 Silver, D. arXiv preprint arXiv:1511.05952, 2015 | [pdf](https://arxiv.org/pdf/1511.05952.pdf)\n\n- [Le dépôt des étudiants de l’an dernier](https://github.com/GabyRkt/Prioritized-Memory-Access)\n\n\nDiagramme de structure de code : \n![](diagramme.png) ","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkurosawaxyz%2Fprma","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkurosawaxyz%2Fprma","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkurosawaxyz%2Fprma/lists"}