Pith Number

pith:56MSTN2Z

pith:2025:56MSTN2ZQBCBGANGM62VAGLJQF

not attested not anchored not stored refs pending

Electric Bus Charging Schedules Relying on Real Data-Driven Targets Based on Hierarchical Deep Reinforcement Learning

Jiaju Qi, Lajos Hanzo, Lei Lei, Thorsteinn Jonsson

arxiv:2505.10262 v1 · 2025-05-15 · 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{56MSTN2ZQBCBGANGM62VAGLJQF}

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	2026-07-05T11:03:36.103988Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef9929b75980441301a667b5501969814a9c8dd9133362eae51b486e5c744b42

Aliases

arxiv: 2505.10262 · arxiv_version: 2505.10262v1 · doi: 10.48550/arxiv.2505.10262 · pith_short_12: 56MSTN2ZQBCB · pith_short_16: 56MSTN2ZQBCBGANG · pith_short_8: 56MSTN2Z

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/56MSTN2ZQBCBGANGM62VAGLJQF \
  | 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: ef9929b75980441301a667b5501969814a9c8dd9133362eae51b486e5c744b42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3670e0305487f0e3678c8332db67e9cdfceadc9461940087dda6872aa3362e35",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-15T13:13:41Z",
    "title_canon_sha256": "5fb05fdb936567d92b0af3c9de62b1422c06aaa74a52083c470f8ab4c0294c5a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.10262",
    "kind": "arxiv",
    "version": 1
  }
}