Pith Number

pith:3AZHXLTA

pith:2022:3AZHXLTAS5JKTH6PIBRSMGTNGB

not attested not anchored not stored refs pending

Network Resource Allocation Strategy Based on Deep Reinforcement Learning

Chao Wang, Junsan Zhang, Peiying Zhang, Shidong Zhang, Xinhong You, Youxiang Duan

arxiv:2202.03193 v1 · 2022-02-03 · cs.DC · cs.LG · 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{3AZHXLTAS5JKTH6PIBRSMGTNGB}

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	2026-07-05T03:54:36.507967Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8327bae609752a99fcf4063261a6d305727fe0a92c001918507f4462a8c515d

Aliases

arxiv: 2202.03193 · arxiv_version: 2202.03193v1 · doi: 10.48550/arxiv.2202.03193 · pith_short_12: 3AZHXLTAS5JK · pith_short_16: 3AZHXLTAS5JKTH6P · pith_short_8: 3AZHXLTA

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/3AZHXLTAS5JKTH6PIBRSMGTNGB \
  | 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: d8327bae609752a99fcf4063261a6d305727fe0a92c001918507f4462a8c515d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "efa73b8cd9db52e3f25048230a08338c9b33f20534f0120ff36b47e041d36a59",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2022-02-03T06:53:00Z",
    "title_canon_sha256": "1f58c3e161e8a9149fe18f5e660265045c0e192e503dcfbd21eba9bc389a8c22"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.03193",
    "kind": "arxiv",
    "version": 1
  }
}