Technical resource
Software package: auditing measurement uncertainty in robot benchmarks
Version1.8.0 collects measurement evaluators, audit records and reproducibility material for learning-enabled robot assessment. The release description distinguishes development conditions from reserved evaluation data and reports that its advancement criteria failed, with no demonstrated policy-selection benefit. This is a source-verified reproducibility resource; its code and reported outcomes were not independently executed or reproduced here.
Reviewed 2026-11-05 · Source and bibliography checked
- Original title
- Measurement-contract uncertainty in learning-enabled robot safety assessment: code and reproducibility evidence
- Publisher
- Zenodo
- Authors
- Liao, Yuan, Liu, Hui, Tu, Jiliang, Wang, Haixing
- DOI
- 10.5281/zenodo.22858116
- Publication date
- 2026-09-20
- Source language
- en
- Edition
- 1.8.0
- Access
- Software documentation and version metadata
- Publication status
- Software release
Source overview
Version1.8.0 collects measurement evaluators, audit records and reproducibility material for learning-enabled robot assessment. The release description distinguishes development conditions from reserved evaluation data and reports that its advancement criteria failed, with no demonstrated policy-selection benefit. This is a source-verified reproducibility resource; its code and reported outcomes were not independently executed or reproduced here.
Use and review
Source checking covers catalogue metadata and available public abstract or description. Full-text methods and references were not reviewed, and software was not executed. This summary does not establish conformity or product safety.
Sources & editions
Measurement-contract uncertainty in learning-enabled robot safety assessment: code and reproducibility evidence ↗
Zenodo · 1.8.0
Primary landing-page metadata and public abstract/description, plus DataCite registration and version relations; attached files were not downloaded or fully reviewed. Selected frozen1.8.0 DOI; all eight other concept/versions retained as related provenance. Release note explicitly reports failed advancement criteria and no demonstrated selection benefit.