Pith Number

pith:KMPQ5QMR

pith:2019:KMPQ5QMRPM7MDN4BN7H2UWVJKV

not attested not anchored not stored refs pending

Emergent Escape-based Flocking Behavior using Multi-Agent Reinforcement Learning

Carsten Hahn, Claudia Linnhoff-Popien, Lenz Belzner, Thomas Gabor, Thomy Phan

arxiv:1905.04077 v1 · 2019-05-10 · cs.MA · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KMPQ5QMRPM7MDN4BN7H2UWVJKV}

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	2026-05-17T23:46:34.658671Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

531f0ec1917b3ec1b7816fcfaa5aa95546cfc6199e7a6792e718becdf93bee6b

Aliases

arxiv: 1905.04077 · arxiv_version: 1905.04077v1 · doi: 10.48550/arxiv.1905.04077 · pith_short_12: KMPQ5QMRPM7M · pith_short_16: KMPQ5QMRPM7MDN4B · pith_short_8: KMPQ5QMR

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/KMPQ5QMRPM7MDN4BN7H2UWVJKV \
  | 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: 531f0ec1917b3ec1b7816fcfaa5aa95546cfc6199e7a6792e718becdf93bee6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ff3a7ebe88644d0864d1fbc219c375d9759458ba84ac4e070041cb624ffa925",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2019-05-10T11:30:20Z",
    "title_canon_sha256": "4b4e0a4552f82861d04a7007a41a4a8eb7025b9efb2c026b020567e8c0dc48b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.04077",
    "kind": "arxiv",
    "version": 1
  }
}