Pith Number

pith:QJBG5B2O

pith:2024:QJBG5B2OYDWEW6TBVIZXSJWRI2

not attested not anchored not stored refs pending

Multi-agent Reinforcement Traffic Signal Control based on Interpretable Influence Mechanism and Biased ReLU Approximation

Fanglin Chen, Jun Xu, Zhiyue Luo

arxiv:2403.13639 v1 · 2024-03-20 · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QJBG5B2OYDWEW6TBVIZXSJWRI2}

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	2026-07-05T07:58:39.762585Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82426e874ec0ec4b7a61aa337926d1469b26b96fa4cce73b363c82315bbe56a8

Aliases

arxiv: 2403.13639 · arxiv_version: 2403.13639v1 · doi: 10.48550/arxiv.2403.13639 · pith_short_12: QJBG5B2OYDWE · pith_short_16: QJBG5B2OYDWEW6TB · pith_short_8: QJBG5B2O

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/QJBG5B2OYDWEW6TBVIZXSJWRI2 \
  | 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: 82426e874ec0ec4b7a61aa337926d1469b26b96fa4cce73b363c82315bbe56a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7318ba5a3f0722dbb94b5d48e1916afa04cbb537b6cbfa5f9fe5d0a018b56b2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2024-03-20T14:43:23Z",
    "title_canon_sha256": "a08caa05a5682429d468f792732bb63412f1bd47e681ce9852b0a950d4e9d23b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.13639",
    "kind": "arxiv",
    "version": 1
  }
}