v0.5.1 — Preserve mean-field failure data
The primary mean-field demo now saves its configuration, raw observations and statistics before policy fitting. Rejected fits retain replayable inputs and a small failure record while propagating the original learner exception. Successful runs append the learned result using the existing saved-variable names.
- Added one deterministic failure/replay regression; all 103 local MATLAB tests passed.
- GitHub Actions passed both repository checks and all 103 MATLAB tests on Ubuntu 24.04 with R2025b Update 6.
- A reduced successful run matched the preceding source for all saved numerical results, excluding elapsed time.
- Only the mean-field demo and its test file changed among the 81 MATLAB sources. Learner formulas, default settings and historical experiments are preserved.
- Includes the preceding baseline note and clearer commands for recorded experiments.
The v0.5.0 tag and its original test/source records remain available. This is a maintenance patch; the historical paper experiments were not rerun.
Validation and source identity · Failure replay instructions