Pith Number

pith:SBPFHPJK

pith:2025:SBPFHPJKQSINXIUQQMQCJ4L24S

not attested not anchored not stored refs pending

Joint-Local Grounded Action Transformation for Sim-to-Real Transfer in Multi-Agent Traffic Control

Ferdous Al Rafi, Hua Wei, Justin Turnau, Khoa Vo, Longchao Da, Shreyas Bachiraju, Tiejin Chen

arxiv:2507.15174 v1 · 2025-07-21 · 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{SBPFHPJKQSINXIUQQMQCJ4L24S}

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	2026-07-05T11:40:19.669100Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

905e53bd2a8490dba290832024f17ae4be9406ed69a95c6ea3a0515078fbef32

Aliases

arxiv: 2507.15174 · arxiv_version: 2507.15174v1 · doi: 10.48550/arxiv.2507.15174 · pith_short_12: SBPFHPJKQSIN · pith_short_16: SBPFHPJKQSINXIUQ · pith_short_8: SBPFHPJK

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/SBPFHPJKQSINXIUQQMQCJ4L24S \
  | 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: 905e53bd2a8490dba290832024f17ae4be9406ed69a95c6ea3a0515078fbef32

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b22ac1754a66c952a34d147f00d0291ff649a223b2588aa7af46347ea1464b24",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-21T01:33:59Z",
    "title_canon_sha256": "0ff5ea93ad179800e5210e0b455751aef6baa31bbf7b02aef385c8612f4af715"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.15174",
    "kind": "arxiv",
    "version": 1
  }
}