Pith Number

pith:STHUUHGW

pith:2023:STHUUHGWEKAQXNSEZDCCEYERIZ

not attested not anchored not stored refs pending

V2N Service Scaling with Deep Reinforcement Learning

Chrysa Papagianni, Cyril Shih-Huan Hsu, Jorge Mart\'in-P\'erez, Paola Grosso

arxiv:2301.13324 v2 · 2023-01-30 · cs.LG · cs.AI · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{STHUUHGWEKAQXNSEZDCCEYERIZ}

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	2026-07-05T11:28:28.351085Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94cf4a1cd622810bb644c8c4226091465e91b702a0e5201c9fc5fc2bf3641bd4

Aliases

arxiv: 2301.13324 · arxiv_version: 2301.13324v2 · doi: 10.48550/arxiv.2301.13324 · pith_short_12: STHUUHGWEKAQ · pith_short_16: STHUUHGWEKAQXNSE · pith_short_8: STHUUHGW

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/STHUUHGWEKAQXNSEZDCCEYERIZ \
  | 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: 94cf4a1cd622810bb644c8c4226091465e91b702a0e5201c9fc5fc2bf3641bd4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9807eb0c1857f1d5e6d0867bc2063817ef7545eeb20f5f90e8b75d1f29964ad",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-30T23:13:18Z",
    "title_canon_sha256": "39a3fb69585c7d986d67f6210f178661090fdb55824c584460680393f711cc81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.13324",
    "kind": "arxiv",
    "version": 2
  }
}