Pith Number

pith:FJONDMM6

pith:2024:FJONDMM6M7OJ5TJN5A4BDWDBOC

not attested not anchored not stored refs pending

Contractive Dynamical Imitation Policies for Efficient Out-of-Sample Recovery

Amin Abyaneh, Giancarlo Ferrari-Trecate, Hsiu-Chin Lin, Mahrokh G. Boroujeni

arxiv:2412.07544 v2 · 2024-12-10 · cs.LG · cs.RO · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FJONDMM6M7OJ5TJN5A4BDWDBOC}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T10:39:24.323406Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a5cd1b19e67dc9ecd2de83811d86170b7ced37501efa80ddcc302cb0756e379

Aliases

arxiv: 2412.07544 · arxiv_version: 2412.07544v2 · doi: 10.48550/arxiv.2412.07544 · pith_short_12: FJONDMM6M7OJ · pith_short_16: FJONDMM6M7OJ5TJN · pith_short_8: FJONDMM6

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/FJONDMM6M7OJ5TJN5A4BDWDBOC \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 2a5cd1b19e67dc9ecd2de83811d86170b7ced37501efa80ddcc302cb0756e379

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a2850d7d7b649f14ea8dc4cddb7bda3bd0078304987100ebf0ebed4dda70a7e",
    "cross_cats_sorted": [
      "cs.RO",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-10T14:28:18Z",
    "title_canon_sha256": "52e9341917068aa0e1d0fd8299f6c615d92bb23c1467abc5e0d01036fb9f4236"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07544",
    "kind": "arxiv",
    "version": 2
  }
}