Pith Number

pith:NIFYGARO

pith:2025:NIFYGAROIEEFW7KLYDAYGKIBY4

not attested not anchored not stored refs pending

Action Dependency Graphs for Globally Optimal Coordinated Reinforcement Learning

Gangshan Jing, Jianglin Ding, Jingcheng Tang

arxiv:2506.00797 v1 · 2025-06-01 · cs.LG · cs.AI · cs.SY · eess.SY · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NIFYGAROIEEFW7KLYDAYGKIBY4}

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	2026-07-05T11:13:40.602516Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a0b83022e41085b7d4bc0c1832901c7079f2726a0e699f9d32fe1f0ed436fa0

Aliases

arxiv: 2506.00797 · arxiv_version: 2506.00797v1 · doi: 10.48550/arxiv.2506.00797 · pith_short_12: NIFYGAROIEEF · pith_short_16: NIFYGAROIEEFW7KL · pith_short_8: NIFYGARO

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/NIFYGAROIEEFW7KLYDAYGKIBY4 \
  | 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: 6a0b83022e41085b7d4bc0c1832901c7079f2726a0e699f9d32fe1f0ed436fa0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "36e4155d51c6cccc2b4a1d057d22b61e5aaa0da5deca344abfda240487dbf30c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "eess.SY",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-01T02:58:20Z",
    "title_canon_sha256": "ed7b9c75f73465d6a6807649d4d2c42b6b9ef4c041a2379d9ca59a575a13129e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00797",
    "kind": "arxiv",
    "version": 1
  }
}