Pith Number

pith:VGFFXQFD

pith:2025:VGFFXQFDLLKXJANJ4SATTU2253

not attested not anchored not stored refs pending

On Learning Closed-Loop Probabilistic Multi-Agent Simulator

Ahmadreza Moradipari, Juanwu Lu, Kyungtae Han, Rohit Gupta, Ruqi Zhang, Ziran Wang

arxiv:2508.00384 v1 · 2025-08-01 · 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{VGFFXQFDLLKXJANJ4SATTU2253}

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	2026-07-05T11:46:54.810027Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a98a5bc0a35ad57481a9e48139d35aeee09371830ddfc124c17d943f7f97ae73

Aliases

arxiv: 2508.00384 · arxiv_version: 2508.00384v1 · doi: 10.48550/arxiv.2508.00384 · pith_short_12: VGFFXQFDLLKX · pith_short_16: VGFFXQFDLLKXJANJ · pith_short_8: VGFFXQFD

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/VGFFXQFDLLKXJANJ4SATTU2253 \
  | 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: a98a5bc0a35ad57481a9e48139d35aeee09371830ddfc124c17d943f7f97ae73

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7454318bbca15adc5a6a481c7e8de51b2af04efda8aa3d95729305e9d7f2b877",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-08-01T07:25:59Z",
    "title_canon_sha256": "c4b1ae44178ebcedb72c80688dd4d5c474621d1cd58e5a990362dff322896eef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.00384",
    "kind": "arxiv",
    "version": 1
  }
}