{"adoption": {"forks": 93, "observed_at": "2026-08-28T04:03:29.267045+00:00", "stars": 1075}, "canonical_url": "https://ross.abutalabs.com/products/awesome-offline-rl", "card": {"archived": false, "artifact_type": "learning-resource", "description": "An index of algorithms for offline reinforcement learning (offline-rl)", "domain": ["reinforcement-learning", "machine-learning", "awesome-lists"], "enriched": true, "function": ["reinforcement-learning"], "health_score": 20, "homepage": null, "language": null, "license": null, "license_family": "other", "maturity": "active", "member_repos": ["hanjuku-kaso/awesome-offline-rl"], "name": "hanjuku-kaso/awesome-offline-rl", "platform": [], "pushed_at": "2024-05-23T03:08:40+00:00", "repo": "hanjuku-kaso/awesome-offline-rl", "stars": 1075, "tags": ["awesome-list", "offline-rl", "off-policy-evaluation", "research-papers", "curated-list"], "topics": ["reinforcement-learning", "off-policy-evaluation", "awesome", "awesome-list", "research", "offline-rl"], "urls": [], "use_cases": ["find papers on offline reinforcement learning", "survey off-policy evaluation methods", "find open-source offline RL implementations", "get started researching offline RL", "find benchmarks for off-policy learning", "keep up with offline RL literature"], "what_it_is": "A curated awesome-list of research papers, surveys, benchmarks, open-source implementations, blogs, and workshops on offline reinforcement learning and off-policy evaluation. It is maintained by researchers at Cornell University and Hanjuku-kaso and organized into a structured table of contents.", "when_to_avoid": ["you need runnable offline RL code or a library rather than a paper index", "you need general (online) reinforcement learning resources"], "when_to_choose": ["you need a curated reading list for offline RL or off-policy evaluation research", "you want links to implementations, benchmarks, and surveys in one place"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/awesome-offline-rl", "repo": "hanjuku-kaso/awesome-offline-rl", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:29.267045+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:53:26.445439+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7138d0aff6cdb6106d4bac6dc8eb589090c5ac25601e873e8a91683b88c95c12", "fetched_at": "2026-08-28T04:03:29.267045+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hanjuku-kaso/awesome-offline-rl"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:29.267045+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:53:26.445439+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7138d0aff6cdb6106d4bac6dc8eb589090c5ac25601e873e8a91683b88c95c12", "fetched_at": "2026-08-28T04:03:29.267045+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hanjuku-kaso/awesome-offline-rl"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:53:26.445439+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7138d0aff6cdb6106d4bac6dc8eb589090c5ac25601e873e8a91683b88c95c12", "fetched_at": "2026-08-28T04:03:29.267045+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hanjuku-kaso/awesome-offline-rl"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:29.267045+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:29.267045+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:29.267045+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:53:26.445439+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7138d0aff6cdb6106d4bac6dc8eb589090c5ac25601e873e8a91683b88c95c12", "fetched_at": "2026-08-28T04:03:29.267045+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hanjuku-kaso/awesome-offline-rl"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:29.267045+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:29.267045+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:53:26.445439+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7138d0aff6cdb6106d4bac6dc8eb589090c5ac25601e873e8a91683b88c95c12", "fetched_at": "2026-08-28T04:03:29.267045+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hanjuku-kaso/awesome-offline-rl"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:29.267045+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:29.267045+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:29.267045+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:53:26.445439+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7138d0aff6cdb6106d4bac6dc8eb589090c5ac25601e873e8a91683b88c95c12", "fetched_at": "2026-08-28T04:03:29.267045+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hanjuku-kaso/awesome-offline-rl"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:29.267045+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:29.267045+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:53:26.445439+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7138d0aff6cdb6106d4bac6dc8eb589090c5ac25601e873e8a91683b88c95c12", "fetched_at": "2026-08-28T04:03:29.267045+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hanjuku-kaso/awesome-offline-rl"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:53:26.445439+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7138d0aff6cdb6106d4bac6dc8eb589090c5ac25601e873e8a91683b88c95c12", "fetched_at": "2026-08-28T04:03:29.267045+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hanjuku-kaso/awesome-offline-rl"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:53:26.445439+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7138d0aff6cdb6106d4bac6dc8eb589090c5ac25601e873e8a91683b88c95c12", "fetched_at": "2026-08-28T04:03:29.267045+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hanjuku-kaso/awesome-offline-rl"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:53:26.445439+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7138d0aff6cdb6106d4bac6dc8eb589090c5ac25601e873e8a91683b88c95c12", "fetched_at": "2026-08-28T04:03:29.267045+00:00", "kind": "readme", "missing": false, "url": "https://github.com/hanjuku-kaso/awesome-offline-rl"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2098, "days_push": 832, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 32, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}