Pith Number

pith:FQAUXCDJ

pith:2020:FQAUXCDJOPKMASYYQCSA3KWBWH

not attested not anchored not stored refs pending

Controlling Graph Dynamics with Reinforcement Learning and Graph Neural Networks

Eli A. Meirom, Gal Chechik, Haggai Maron, Shie Mannor

arxiv:2010.05313 v3 · 2020-10-11 · cs.LG · cs.SI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FQAUXCDJOPKMASYYQCSA3KWBWH}

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	2026-07-05T02:56:23.995086Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c014b886973d4c04b1880a40daac1b1ec4477f8c57f87f30cc693175486b650

Aliases

arxiv: 2010.05313 · arxiv_version: 2010.05313v3 · doi: 10.48550/arxiv.2010.05313 · pith_short_12: FQAUXCDJOPKM · pith_short_16: FQAUXCDJOPKMASYY · pith_short_8: FQAUXCDJ

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/FQAUXCDJOPKMASYYQCSA3KWBWH \
  | 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: 2c014b886973d4c04b1880a40daac1b1ec4477f8c57f87f30cc693175486b650

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f4616ba27c026b6fc6100912be92d997abf3e78a72e2ed311ba906ebb2ba5b5",
    "cross_cats_sorted": [
      "cs.SI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-11T18:44:50Z",
    "title_canon_sha256": "e0d3e8557acf394c60f4a5964dd37e67721586dcb59abe1f2919e7e85bba458d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.05313",
    "kind": "arxiv",
    "version": 3
  }
}