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Pith Number

pith:5RU53UIN

pith:2018:5RU53UINOLU2F2X73GYGENMZM4
not attested not anchored not stored refs pending

Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input

Angeliki Lazaridou, Karl Moritz Hermann, Karl Tuyls, Stephen Clark

arxiv:1804.03984 v1 · 2018-04-11 · cs.AI · cs.CL · cs.LG · cs.MA

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5RU53UINOLU2F2X73GYGENMZM4}

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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 2026-05-18T00:18:42.469285Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ec69ddd10d72e9a2eaffd9b062359967142df5b4fd7e27c330ab543a957220cb

Aliases

arxiv: 1804.03984 · arxiv_version: 1804.03984v1 · doi: 10.48550/arxiv.1804.03984 · pith_short_12: 5RU53UINOLU2 · pith_short_16: 5RU53UINOLU2F2X7 · pith_short_8: 5RU53UIN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5RU53UINOLU2F2X73GYGENMZM4 \
  | 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: ec69ddd10d72e9a2eaffd9b062359967142df5b4fd7e27c330ab543a957220cb
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d12aed20498556b184be04e867d52bf100d528976dc5b76abb774c48f6c3f14e",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2018-04-11T13:51:19Z",
    "title_canon_sha256": "2d7edfc7498f7efa0e4276ab083f8914641b97e3d69b7919f28b1e2f5d1f18b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.03984",
    "kind": "arxiv",
    "version": 1
  }
}