Skip to content

Paper data archive

The data behind the AAMAS paper (pltlf-paper) lives in two identical copies on the DoC filesystems, and nowhere else:

  • /vol/bitbucket/oja24/_archive/pltlf/aamas26/exports/: the archive. Its README.md is the authoritative description of layout, provenance and verification; _meta/ holds the scripts, file lists, checksums (sha256.txt) and deletion lists. The _archive tree only takes additions with the user's express permission.
  • /vol/gpudata/oja24-pltlf/exports/: the working copy, reached as ~/Projects/pltlf/exports on cpucluster and gpucluster. It holds exactly the archived file set (2,028 files, 7.6 GB). The workspace expires on 2027-08-03.

Both were reconciled on 2026-10-10. Nothing remains on the laptop or CX3.

What counts as paper data

  • The 99 curated profiles of the eight suites: every learner family as base, -CER and hc- variants, plus the three Nash-Q variants on Stag Hunt. Each profile directory keeps everything the tables, the learning curves and the integrity audit read: runs.npy, checkpoints/, primary and confirmatory satisfaction reports, NashConv reports, reevaluation*.json, partial_resume_manifest.json, timings*.json and legacy_evaluation/. Rendered plots and *.lock files are not kept.
  • paper_figures/: only the 48 *_tightened.png panels the paper includes, matched by checksum to pltlf-paper's figures/experiments/. scripts/regenerate_paper_figures.py recreates the other variants and the data links it mirrors into each suite.
  • integrity_audit_final3.json, the final audit (job 12011).

The archive also keeps run provenance under logs/. That covers 191 executed notebooks of the paper's training and re-evaluation runs, selected from each notebook's printed resolved config. It also holds the five surviving Slurm logs and the 14 August campaign launch records.

Deleted on 2026-10-10

These were deleted with the user's approval, after the archive verified by checksum:

  • exports/o/ and exports/optimisations/, the screening runs behind the optimisation notes. Their outcomes survive only in those notes.
  • stale-before-09458fb/, the pre-re-sync Harvest and Territory runs.
  • Earlier integrity audits, suite and profile renders, and unused paper_figures variants.
  • Every executed notebook in the cpucluster and CX3 checkouts.

New experiments write into the same exports/ tree. Keep paper data distinguishable from it, and extend the archive only with the user's permission.