Pith Number

pith:QCXGMS56

pith:2021:QCXGMS56VXGMKNBW5GNG62LKYH

not attested not anchored not stored refs pending

A multi-agent reinforcement learning model of reputation and cooperation in human groups

Antonio Garcia Castaneda, Charlie Beattie, Edward Hughes, Joel Z. Leibo, Kevin R. McKee, Martin J. Chadwick, Matt Botvinick, Raphael Koster, Thore Graepel, Tina O. Zhu

arxiv:2103.04982 v2 · 2021-03-08 · cs.MA · cs.AI · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QCXGMS56VXGMKNBW5GNG62LKYH}

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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

1 paper in Pith

Modeling human reputation-seeking behavior in a spatio-temporally complex public good provision game

Receipt and verification

First computed	2026-07-05T05:44:36.779451Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80ae664bbeadccc53436e99a6f696ac1e93847377dd56680aed00b514ba052d5

Aliases

arxiv: 2103.04982 · arxiv_version: 2103.04982v2 · doi: 10.48550/arxiv.2103.04982 · pith_short_12: QCXGMS56VXGM · pith_short_16: QCXGMS56VXGMKNBW · pith_short_8: QCXGMS56

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/QCXGMS56VXGMKNBW5GNG62LKYH \
  | 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: 80ae664bbeadccc53436e99a6f696ac1e93847377dd56680aed00b514ba052d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75c48d1e714883895e43b9cec19019c3d3b0b6cf41aa09d745e193348a919279",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.GT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2021-03-08T18:58:40Z",
    "title_canon_sha256": "4d98f459c17405e970dc3b19b0c51de38e0fc4753d6e935962bc3060c7230bb7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.04982",
    "kind": "arxiv",
    "version": 2
  }
}