Pith Number

pith:WD5HR6OH

pith:2017:WD5HR6OHCB5RUBTQFHASOEWGG2

not attested not anchored not stored refs pending

Intelligent Traffic Light Control Using Distributed Multi-agent Q Learning

Lei Liu, Wei-Peng Chen, Ying Liu

arxiv:1711.10941 v1 · 2017-11-29 · cs.SY · 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{WD5HR6OHCB5RUBTQFHASOEWGG2}

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	2026-05-18T00:29:16.402006Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0fa78f9c7107b1a067029c12712c6369b3261b9d60c0776c544c9d60025e1dc

Aliases

arxiv: 1711.10941 · arxiv_version: 1711.10941v1 · doi: 10.48550/arxiv.1711.10941 · pith_short_12: WD5HR6OHCB5R · pith_short_16: WD5HR6OHCB5RUBTQ · pith_short_8: WD5HR6OH

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/WD5HR6OHCB5RUBTQFHASOEWGG2 \
  | 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: b0fa78f9c7107b1a067029c12712c6369b3261b9d60c0776c544c9d60025e1dc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d27e73aa840010da4aab2238522c95e84e0d0fcaa1ee7094fa052cf287aec58",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SY",
    "submitted_at": "2017-11-29T16:23:38Z",
    "title_canon_sha256": "5f64b7e11d3843368ec648ca8c4fb2762ae1ae4a5865b19db048d74232c27442"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.10941",
    "kind": "arxiv",
    "version": 1
  }
}