Pith Number

pith:XXD525KT

pith:2022:XXD525KTJDVHH4YWCAQB5T7FSZ

not attested not anchored not stored refs pending

A Bibliometric Analysis and Review on Reinforcement Learning for Transportation Applications

Can Li, Lei Bai, Lina Yao, S. Travis Waller, Wei Liu

arxiv:2210.14524 v1 · 2022-10-26 · 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{XXD525KTJDVHH4YWCAQB5T7FSZ}

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	2026-07-05T05:10:46.260972Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bdc7dd755348ea73f31610201ecfe5967814de8f99428724256c876630973499

Aliases

arxiv: 2210.14524 · arxiv_version: 2210.14524v1 · doi: 10.48550/arxiv.2210.14524 · pith_short_12: XXD525KTJDVH · pith_short_16: XXD525KTJDVHH4YW · pith_short_8: XXD525KT

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/XXD525KTJDVHH4YWCAQB5T7FSZ \
  | 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: bdc7dd755348ea73f31610201ecfe5967814de8f99428724256c876630973499

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6416a00e2083f8b988a8d6a814fa85babb8842cd639e12182b55fb0a8142213",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-26T07:34:51Z",
    "title_canon_sha256": "04022e42b70b4d0c9b4eaeb3af3df6ff179d373644ff846078a28bcc02d6e4f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.14524",
    "kind": "arxiv",
    "version": 1
  }
}