Pith Number

pith:P5YAXXLU

pith:2012:P5YAXXLURJ2IYWTPTGHGS7SWAA

not attested not anchored not stored refs pending

Cooperative learning in multi-agent systems from intermittent measurements

Alex Olshevsky, Naomi Ehrich Leonard

arxiv:1209.2194 v5 · 2012-09-11 · math.OC · cs.LG · cs.MA · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P5YAXXLURJ2IYWTPTGHGS7SWAA}

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	2026-05-18T02:31:12.332006Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f700bdd748a748c5a6f998e697e56001173dc9fd3ab8c672fdca0ae29f94909

Aliases

arxiv: 1209.2194 · arxiv_version: 1209.2194v5 · doi: 10.48550/arxiv.1209.2194 · pith_short_12: P5YAXXLURJ2I · pith_short_16: P5YAXXLURJ2IYWTP · pith_short_8: P5YAXXLU

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/P5YAXXLURJ2IYWTPTGHGS7SWAA \
  | 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: 7f700bdd748a748c5a6f998e697e56001173dc9fd3ab8c672fdca0ae29f94909

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa3f4ac3bed4848cdc6770ce23642b6389e3b3020e8f846bc3a6cabb97a9724c",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2012-09-11T01:33:58Z",
    "title_canon_sha256": "b5a672e0c07554f351ec42a761428f671ac1543ad0d1491a75cfb01f8559b313"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1209.2194",
    "kind": "arxiv",
    "version": 5
  }
}