Pith Number

pith:WPYBZ33D

pith:2019:WPYBZ33DOINFGLXRQ256GBSEDD

not attested not anchored not stored refs pending

The Emergence of Complex Bodyguard Behavior Through Multi-Agent Reinforcement Learning

Hassam Ullah Sheikh, Ladislau B\"ol\"oni

arxiv:1901.09833 v1 · 2019-01-28 · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WPYBZ33DOINFGLXRQ256GBSEDD}

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	2026-05-17T23:55:23.702814Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b3f01cef63721a532ef186bbe3064418c704ff36136fa24aeb3b60e6f059a488

Aliases

arxiv: 1901.09833 · arxiv_version: 1901.09833v1 · doi: 10.48550/arxiv.1901.09833 · pith_short_12: WPYBZ33DOINF · pith_short_16: WPYBZ33DOINFGLXR · pith_short_8: WPYBZ33D

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/WPYBZ33DOINFGLXRQ256GBSEDD \
  | 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: b3f01cef63721a532ef186bbe3064418c704ff36136fa24aeb3b60e6f059a488

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7b38ff759f65a9390612c1471fd6414ed3727588f78ce676559974b38f4d4c9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2019-01-28T17:29:40Z",
    "title_canon_sha256": "da182c1d4fbf7d7674bd2349117cf0b5fcb57200724cdb5e45d0d476dd4d02a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.09833",
    "kind": "arxiv",
    "version": 1
  }
}