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Pith Number

pith:IODW32CW

pith:2022:IODW32CWMJTMSAJBTHN5ICB6PY
not attested not anchored not stored refs pending

Emergent Bartering Behaviour in Multi-Agent Reinforcement Learning

Edward Hughes, Finbarr Timbers, Joel Z. Leibo, Michael Bradley Johanson

arxiv:2205.06760 v1 · 2022-05-13 · cs.AI · cs.LG · cs.MA

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IODW32CWMJTMSAJBTHN5ICB6PY}

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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

Receipt and verification
First computed 2026-07-05T04:23:01.727421Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

43876de8566266c9012199dbd4083e7e1a8cdf0df661075b7b8b395daaa40dd5

Aliases

arxiv: 2205.06760 · arxiv_version: 2205.06760v1 · doi: 10.48550/arxiv.2205.06760 · pith_short_12: IODW32CWMJTM · pith_short_16: IODW32CWMJTMSAJB · pith_short_8: IODW32CW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IODW32CWMJTMSAJBTHN5ICB6PY \
  | 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: 43876de8566266c9012199dbd4083e7e1a8cdf0df661075b7b8b395daaa40dd5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ea3b6991fcb8975fcae013b7798699866fd024b4b08912835abd870cd390808d",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-05-13T16:44:51Z",
    "title_canon_sha256": "a632b90d6935dc2e43467fd6ad744e94b19d68b070e81d9f791ceb4c455479ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.06760",
    "kind": "arxiv",
    "version": 1
  }
}