Pith Number

pith:KVNHWX7W

pith:2023:KVNHWX7WC6FWYNDKXUGVEA3FEC

not attested not anchored not stored refs pending

Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning

Hao Mei, Hua Wei, Longchao Da, Minquan Gao

arxiv:2308.14284 v6 · 2023-08-28 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KVNHWX7WC6FWYNDKXUGVEA3FEC}

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.

Cited by

2 papers in Pith

Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges

Large Language Models in Transportation Systems Management and Operations: From Text Reasoning to Multi-modal Decision Support

Receipt and verification

First computed	2026-07-05T07:36:23.439194Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

555a7b5ff6178b6c346abd0d52036520a28d72f72fe34c88874320e439b2a738

Aliases

arxiv: 2308.14284 · arxiv_version: 2308.14284v6 · doi: 10.48550/arxiv.2308.14284 · pith_short_12: KVNHWX7WC6FW · pith_short_16: KVNHWX7WC6FWYNDK · pith_short_8: KVNHWX7W

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/KVNHWX7WC6FWYNDKXUGVEA3FEC \
  | 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: 555a7b5ff6178b6c346abd0d52036520a28d72f72fe34c88874320e439b2a738

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a87c225336a833436e388919c6a02d1572593c6f83b5e68efa54755c18d2b63a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-08-28T03:49:13Z",
    "title_canon_sha256": "361207e14af2530e4f46990910db5522b6b7ee3befad9c22bacdae38e8e26d84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.14284",
    "kind": "arxiv",
    "version": 6
  }
}