Pith Number

pith:5ILN3PPG

pith:2025:5ILN3PPGAB7NY3BLOJXARCXM4S

not attested not anchored not stored refs pending

Scalable Ride-Sourcing Vehicle Rebalancing with Service Accessibility Guarantee: A Constrained Mean-Field Reinforcement Learning Approach

Andreas Krause, Barna P\'asztor, Francesco Corman, Kenan Zhang, Matej Jusup, Zhiyuan Hu

arxiv:2503.24183 v3 · 2025-03-31 · cs.LG · 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{5ILN3PPGAB7NY3BLOJXARCXM4S}

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	2026-06-02T01:03:30.992527Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea16ddbde6007edc6c2b726e088aece484cf973b15646532b60b6f7748e9a952

Aliases

arxiv: 2503.24183 · arxiv_version: 2503.24183v3 · doi: 10.48550/arxiv.2503.24183 · pith_short_12: 5ILN3PPGAB7N · pith_short_16: 5ILN3PPGAB7NY3BL · pith_short_8: 5ILN3PPG

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/5ILN3PPGAB7NY3BLOJXARCXM4S \
  | 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: ea16ddbde6007edc6c2b726e088aece484cf973b15646532b60b6f7748e9a952

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a648f57162ea8d8fd4b14eb7fe587866b7c23e3a59ef52ec87058364288bba62",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-31T15:00:11Z",
    "title_canon_sha256": "3ddc6150db76bfe78166946bebd3d65a012f60d10d9ec7a98071daeb59d6e4d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.24183",
    "kind": "arxiv",
    "version": 3
  }
}