| --- |
| license: other |
| license_name: cognitive-ran-research-export |
| license_link: https://huggingface.co/datasets/cedricable/cognitive-ran-openenv/resolve/main/LICENSE.txt |
| task_categories: |
| - reinforcement-learning |
| language: |
| - en |
| tags: |
| - openenv |
| - synthetic |
| - cognitive-ran |
| --- |
| # Cognitive RAN OpenEnv |
|
|
| This environment wraps the existing private Cognitive RAN project, not a new analytical implementation. The image contains 15 byte-identical deterministic analytics modules plus inert namespace initializers. CORE_MANIFEST.json records the original source commit, selected files, and hashes. The full repository, fleet configuration, credentials, real CSVs, evaluator internals, and Prime Agent runtime are excluded. |
| |
| Twenty-four synthetic task ids: 18 train and six holdout across level shifts, transient spikes, missingness, directed topology reachability, lane capability scoping, and digest-mismatch abstention. Each dataset row contains the seed, instructions, and bounded manifest. No raw arrays or answer labels are included. Synthetic source generation and grading run inside the image; raw series are never exposed by its tools. |
| |
| The image uses the existing anomaly.detector.detect, specialists.timerlm.skills, specialists.toporlm.skills.propagation_reach, and pipeline.domain_profiles.get_domain seams. Tools return bounded summaries with verified evidence handles. Every tool invocation verifies the synthetic source digest; mismatches deny analytics. Output remains recommendation-only: graph reachability is not fault propagation, correlation is not causation, and missing evidence is recorded rather than inferred. |
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| The agent submits three report fields stated in the observation. Each strictly typed correct field earns one-third; all correct earns one. Finish and the 16-action budget yield zero. Canonical task ids generate deterministic comparable evidence; optional seeds provide alternative synthetic cases. Holdout ids are excluded from the Arena request. |
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| Public image: ghcr.io/ricable/cognitive-ran-openenv:v1 (linux/amd64). |
| OpenEnv revision: 86a180ede21e044f7929b9a7783ad83aa67d83a3. |
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| The public image necessarily exposes the selected deterministic source bytes listed in CORE_MANIFEST.json. Original source rights are retained; no open-source relicensing is asserted. The source repository remains private. No Qwen3.8-27B difficulty calibration, GRPO training gain, transfer result, operational RAN qualification, or private leaderboard score is claimed. Focused synthetic checks and protocol validation establish only their named local checks. |
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