Pith Number

pith:UDQ2UJMD

pith:2023:UDQ2UJMDLPSAYDM44NGKBVMZR5

not attested not anchored not stored refs pending

Accelerating Multi-Agent Planning Using Graph Transformers with Bounded Suboptimality

Amanda Prorok, Chenning Yu, Qingbiao Li, Sicun Gao

arxiv:2301.08451 v1 · 2023-01-20 · cs.AI · cs.LG · cs.MA · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UDQ2UJMDLPSAYDM44NGKBVMZR5}

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	2026-07-05T05:34:36.381102Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0e1aa25835be40c0d9ce34ca0d5998f7de5b88b2876547d0ca7c69771e9bf04

Aliases

arxiv: 2301.08451 · arxiv_version: 2301.08451v1 · doi: 10.48550/arxiv.2301.08451 · pith_short_12: UDQ2UJMDLPSA · pith_short_16: UDQ2UJMDLPSAYDM4 · pith_short_8: UDQ2UJMD

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/UDQ2UJMDLPSAYDM44NGKBVMZR5 \
  | 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: a0e1aa25835be40c0d9ce34ca0d5998f7de5b88b2876547d0ca7c69771e9bf04

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fcd5ca3589df42e391a3c69ba96712c2deecc5013f04ecf05d7b82bc808370c7",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-01-20T07:22:24Z",
    "title_canon_sha256": "f8da67397bb8f056b96d2f5ed9ce9dc3b15bcbf01f805169e3f2f3eef3727f6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.08451",
    "kind": "arxiv",
    "version": 1
  }
}