{"id":44941851,"url":"https://github.com/zakaria-narjis/modularl","last_synced_at":"2026-02-18T09:01:10.591Z","repository":{"id":251075110,"uuid":"836318821","full_name":"zakaria-narjis/modularl","owner":"zakaria-narjis","description":"A highly modular and extensible PyTorch-based reinforcement learning library.","archived":false,"fork":false,"pushed_at":"2024-08-09T22:59:15.000Z","size":559,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-08-10T02:14:06.931Z","etag":null,"topics":["deep-learning","deep-reinforcement-learning","pytroch","reinforcement-learning","torchrl"],"latest_commit_sha":null,"homepage":"https://modularl.readthedocs.io/en/latest/#","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/zakaria-narjis.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2024-07-31T15:38:08.000Z","updated_at":"2024-08-09T22:52:37.000Z","dependencies_parsed_at":"2026-02-18T09:00:59.188Z","dependency_job_id":null,"html_url":"https://github.com/zakaria-narjis/modularl","commit_stats":null,"previous_names":["zakaria-narjis/modularl"],"tags_count":6,"template":false,"template_full_name":null,"purl":"pkg:github/zakaria-narjis/modularl","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zakaria-narjis%2Fmodularl","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zakaria-narjis%2Fmodularl/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zakaria-narjis%2Fmodularl/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zakaria-narjis%2Fmodularl/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zakaria-narjis","download_url":"https://codeload.github.com/zakaria-narjis/modularl/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zakaria-narjis%2Fmodularl/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29574065,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-18T08:38:15.585Z","status":"ssl_error","status_checked_at":"2026-02-18T08:38:14.917Z","response_time":162,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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"}},"keywords":["deep-learning","deep-reinforcement-learning","pytroch","reinforcement-learning","torchrl"],"created_at":"2026-02-18T09:00:33.588Z","updated_at":"2026-02-18T09:01:10.586Z","avatar_url":"https://github.com/zakaria-narjis.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ModulaRL\n\u003cdiv align=\"center\"\u003e\n  \u003cimg src=\"assets/modulaRL_logo.svg\" alt=\"ModulaRL Logo\"\u003e\n\u003c/div\u003e\n\n\u003cdiv align=\"center\"\u003e\n  🚧 This library is still under construction. 🚧\n\u003c/div\u003e\n\n[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)\n[![pytest](https://img.shields.io/badge/tested%20with-pytest-46a2f1.svg)](https://docs.pytest.org/en/stable/)\n[![Documentation Status](https://readthedocs.org/projects/modularl/badge/?version=latest)](https://modularl.readthedocs.io/en/latest/?badge=latest)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\nModulaRL is a highly modular and extensible reinforcement learning library built on PyTorch. It aims to provide researchers and developers with a flexible framework for implementing, experimenting with, and extending various RL algorithms.\n\n## Features\n\n- Modular architecture allowing easy component swapping and extension\n- Efficient implementations leveraging PyTorch's capabilities\n- Integration with TorchRL for optimized replay buffers\n- Clear documentation and examples for quick start\n- Designed for both research and practical applications in reinforcement learning\n\n## TODO\n  - Add new algorithms\n  - Add exploration modules\n  - Add experiment wrapper modules\n  \n## Installation\n\n```bash\npip install modularl\n```\n\n\n## Algorithms Implemented\n\n| Algorithm                  | Type       | Paper                                               | Continuous Action | Discrete Action      |\n|----------------------------|------------|-----------------------------------------------------|-------------------|----------------------|\n| SAC (Soft Actor-Critic)    | Off-policy | [Haarnoja et al. 2018](https://arxiv.org/abs/1801.01290) | ✅                 | Not implemented YET  |\n| TD3 (Twin Delayed DDPG)    | Off-policy | [Fujimoto et al. 2018](https://arxiv.org/abs/1802.09477) | ✅                 | Not implemented YET  |\n| DDPG (Deep Deterministic Policy Gradient) | Off-policy | [Lillicrap et al. 2015](https://arxiv.org/abs/1509.02971) | ✅                 | Not implemented YET  |\n\n\n\n\n## Citation\n```\n@software{modularl2024,\n  author = {zakaria narjis},\n  title = {ModulaRL: A Modular Reinforcement Learning Library},\n  year = {2024},\n  url = {https://github.com/zakaria-narjis/modularl}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzakaria-narjis%2Fmodularl","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzakaria-narjis%2Fmodularl","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzakaria-narjis%2Fmodularl/lists"}