Data · dataset · 2026
Residual TD3+BC boundary study: evaluation data, code, and pre-registration archive
Listed in ScienceDB
Description
Evaluation data and pre-registration archive for a pre-specified boundary study ofbase-anchored residual reinforcement learning (Res-TD3+BC) for multi-agent navigation.V3 adds the n=15 seed expansion of the Domain C six-arm main matrix (ADDENDUM A1):per-run final-evaluation CSVs for all 90 runs (six arms × 15 seeds) across fivescenario families under dual noise calibers, paired-contrast and calibrationsummaries, the n=5 sensitivity contrast, the machine-transcribed manuscript tablesand figure, and the three pre-registered addenda (A1: seed-count expansion; A2:base-summary parameterization; A3: transcription-precision gate rule).
All files are listed in MANIFEST.sha256 (sha256 first-16). Keywords: residual reinforcementlearning; behavior cloning; TD3; multi-agent navigation; pre-registration; reproducibility.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.012mb ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Psychology & Behavioral Science · Social Science
- Inferred from text
- Biological psychology 68%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.012mb | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:5202 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (68%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |