Pith Number

pith:2NS77GH6

pith:2026:2NS77GH6F6UQIHAKMHIWNBSGXN

not attested not anchored not stored refs pending

ReasonLight: A Multimodal Foundation Model-Enhanced Reinforcement Learning Framework for Zero-Shot Traffic Signal Control

Aoyu Pang, Chung Shue Chen, Man-On Pun, Maonan Wang, Yuejiao Xie, Zhiwei Yang

arxiv:2605.29425 v1 · 2026-05-28 · 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{2NS77GH6F6UQIHAKMHIWNBSGXN}

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	2026-05-29T01:05:38.204839Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d365ff98fe2fa9041c0a61d1668646bb4568bc5e27fb6369901690e2008ea93a

Aliases

arxiv: 2605.29425 · arxiv_version: 2605.29425v1 · doi: 10.48550/arxiv.2605.29425 · pith_short_12: 2NS77GH6F6UQ · pith_short_16: 2NS77GH6F6UQIHAK · pith_short_8: 2NS77GH6

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/2NS77GH6F6UQIHAKMHIWNBSGXN \
  | 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: d365ff98fe2fa9041c0a61d1668646bb4568bc5e27fb6369901690e2008ea93a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6dfc58ee85e872c197d39eeed2aee24d0f66a60fa922e10e20de098de8efbcd",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-28T06:19:09Z",
    "title_canon_sha256": "f405b7f3bb8c9e3ad4e556bf250470d686bc56f9786a967326609fea29a3808d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.29425",
    "kind": "arxiv",
    "version": 1
  }
}