Pith Number

pith:B6P3RAXV

pith:2019:B6P3RAXVPSZGEXPEEJAWPDQMMW

not attested not anchored not stored refs pending

Emergent Coordination Through Competition

Guy Lever, Josh Merel, Nicolas Heess, Saran Tunyasuvunakool, Siqi Liu, Thore Graepel

arxiv:1902.07151 v2 · 2019-02-19 · 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{B6P3RAXVPSZGEXPEEJAWPDQMMW}

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.

Cited by

4 papers in Pith

What Type of Inference is Active Inference?

Expected Free Energy-based Planning as Variational Inference

Arena: a toolkit for Multi-Agent Reinforcement Learning

Multi-Objective Multi-Agent Bandits: From Learning Efficiency to Fairness Optimization

Receipt and verification

First computed	2026-07-05T02:41:45.818126Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f9fb882f57cb2625de42241678e0c65bc256b032c3dcee9686799945fe75990

Aliases

arxiv: 1902.07151 · arxiv_version: 1902.07151v2 · doi: 10.48550/arxiv.1902.07151 · pith_short_12: B6P3RAXVPSZG · pith_short_16: B6P3RAXVPSZGEXPE · pith_short_8: B6P3RAXV

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/B6P3RAXVPSZGEXPEEJAWPDQMMW \
  | 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: 0f9fb882f57cb2625de42241678e0c65bc256b032c3dcee9686799945fe75990

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4bcdb33797fd5b18b60bf6b32bb1c0eab2c48a6b266ee351be15283cece96596",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2019-02-19T17:18:14Z",
    "title_canon_sha256": "db027f569c7a2195d8d3014c89c3e6a88f0fe1e3a313c065dc184cef819778a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.07151",
    "kind": "arxiv",
    "version": 2
  }
}