Pith Number

pith:VFARVYE6

pith:2020:VFARVYE6GQ3K4FIBHDVCH6BCKB

not attested not anchored not stored refs pending

Multi-Agent Interactions Modeling with Correlated Policies

Jun Wang, Minghuan Liu, Ming Zhou, Weinan Zhang, Wulong Liu, Yong Yu, Yuzheng Zhuang

arxiv:2001.03415 v3 · 2020-01-04 · cs.MA · 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{VFARVYE6GQ3K4FIBHDVCH6BCKB}

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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

Implicit Neural Representations of Individual Behavior

Receipt and verification

First computed	2026-07-05T01:09:28.887693Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9411ae09e3436ae150138ea23f822507316b641af9f6c7c92d94358b665a400

Aliases

arxiv: 2001.03415 · arxiv_version: 2001.03415v3 · doi: 10.48550/arxiv.2001.03415 · pith_short_12: VFARVYE6GQ3K · pith_short_16: VFARVYE6GQ3K4FIB · pith_short_8: VFARVYE6

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/VFARVYE6GQ3K4FIBHDVCH6BCKB \
  | 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: a9411ae09e3436ae150138ea23f822507316b641af9f6c7c92d94358b665a400

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6234d79247ee11ce9b39162f914aa66b64fd27fbb75846bdaab09db8ba962e31",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2020-01-04T17:31:53Z",
    "title_canon_sha256": "a6d015b0bb780ae469b8c7e124f7b4d4c1296f35166296f5c856192d6b88c488"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.03415",
    "kind": "arxiv",
    "version": 3
  }
}