Pith Number

pith:4DYQPTYZ

pith:2022:4DYQPTYZNTPCPV6ODMZUSBBVII

not attested not anchored not stored refs pending

Influence-Augmented Local Simulators: A Scalable Solution for Fast Deep RL in Large Networked Systems

Frans A. Oliehoek, Jinke He, Matthijs T. J. Spaan, Miguel Suau

arxiv:2202.01534 v1 · 2022-02-03 · 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{4DYQPTYZNTPCPV6ODMZUSBBVII}

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	2026-07-05T03:53:55.481947Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0f107cf196cde27d7ce1b33490435421ad9936232f4430e18f2e5a4d0d91d3d

Aliases

arxiv: 2202.01534 · arxiv_version: 2202.01534v1 · doi: 10.48550/arxiv.2202.01534 · pith_short_12: 4DYQPTYZNTPC · pith_short_16: 4DYQPTYZNTPCPV6O · pith_short_8: 4DYQPTYZ

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/4DYQPTYZNTPCPV6ODMZUSBBVII \
  | 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: e0f107cf196cde27d7ce1b33490435421ad9936232f4430e18f2e5a4d0d91d3d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33e299b219cf8707d28b8c1e2b5135d01619623c82641142392e8774f29e176c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-03T11:33:58Z",
    "title_canon_sha256": "894b2c9ff29a5ffa1a727bddb1e35036e44387160434e7cf2faec237c9997d91"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.01534",
    "kind": "arxiv",
    "version": 1
  }
}