Pith Number

pith:GZKCZV54

pith:2023:GZKCZV54J43M2GT7ZDBWP3ILA4

not attested not anchored not stored refs pending

From Explicit Communication to Tacit Cooperation:A Novel Paradigm for Cooperative MARL

Bin Zhang, Dapeng Li, Guoliang Fan, Zhiwei Xu

arxiv:2304.14656 v1 · 2023-04-28 · cs.MA · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GZKCZV54J43M2GT7ZDBWP3ILA4}

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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

Tacit Learning with Adaptive Information Selection for Cooperative Multi-Agent Reinforcement Learning

Receipt and verification

First computed	2026-07-05T06:05:19.594164Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36542cd7bc4f36cd1a7fc8c367ed0b073d16a07e15a36065c0c56e232d8c6747

Aliases

arxiv: 2304.14656 · arxiv_version: 2304.14656v1 · doi: 10.48550/arxiv.2304.14656 · pith_short_12: GZKCZV54J43M · pith_short_16: GZKCZV54J43M2GT7 · pith_short_8: GZKCZV54

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/GZKCZV54J43M2GT7ZDBWP3ILA4 \
  | 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: 36542cd7bc4f36cd1a7fc8c367ed0b073d16a07e15a36065c0c56e232d8c6747

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55d3cf584051dbb865dc45b7e5f594a6eda29c1809bf57e7a2a686792f927433",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2023-04-28T06:56:07Z",
    "title_canon_sha256": "0e69daac6d53693e5f1594adf719bb64eccb01f6576c9570634281591b7fcac7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.14656",
    "kind": "arxiv",
    "version": 1
  }
}