Pith Number

pith:UB4O3H2O

pith:2022:UB4O3H2OABAB55Y7EF7S4WF6OQ

not attested not anchored not stored refs pending

Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems

Frans A. Oliehoek, Jinke He, Matthijs T. J. Spaan, Miguel Suau, Mustafa Mert \c{C}elikok

arxiv:2207.00288 v2 · 2022-07-01 · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UB4O3H2OABAB55Y7EF7S4WF6OQ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T07:50:47.589389Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a078ed9f4e00401ef71f217f2e58be741bd53b2232ffb1ae78aa4b2e07499429

Aliases

arxiv: 2207.00288 · arxiv_version: 2207.00288v2 · doi: 10.48550/arxiv.2207.00288 · pith_short_12: UB4O3H2OABAB · pith_short_16: UB4O3H2OABAB55Y7 · pith_short_8: UB4O3H2O

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/UB4O3H2OABAB55Y7EF7S4WF6OQ \
  | 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: a078ed9f4e00401ef71f217f2e58be741bd53b2232ffb1ae78aa4b2e07499429

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78a15208cc76b025529cf30e4534c43567970b07e5ca8ea0e2e9899cced83037",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-01T09:33:33Z",
    "title_canon_sha256": "d8723e428293e211c08f678802fc82186bc87f32f016f5d98dffa7fd18d76b7e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.00288",
    "kind": "arxiv",
    "version": 2
  }
}