Pith Number

pith:C2DH5ZRS

pith:2022:C2DH5ZRSIOS7ONJ64RDAVFUEFH

not attested not anchored not stored refs pending

Deep Reinforcement Learning Assisted Federated Learning Algorithm for Data Management of IIoT

Chao Wang, Chunxiao Jiang, Peiying Zhang, Zhu Han

arxiv:2202.03575 v1 · 2022-02-03 · 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{C2DH5ZRSIOS7ONJ64RDAVFUEFH}

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	2026-07-05T03:54:45.634345Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16867ee63243a5f7353ee4460a968429ec41a5eea791f618280f841a137bf662

Aliases

arxiv: 2202.03575 · arxiv_version: 2202.03575v1 · doi: 10.48550/arxiv.2202.03575 · pith_short_12: C2DH5ZRSIOS7 · pith_short_16: C2DH5ZRSIOS7ONJ6 · pith_short_8: C2DH5ZRS

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/C2DH5ZRSIOS7ONJ64RDAVFUEFH \
  | 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: 16867ee63243a5f7353ee4460a968429ec41a5eea791f618280f841a137bf662

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f95ebaf14f4741a263241a583d6ae55e83df84d2c850ca5a0db3fc7eb5d1c4f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-03T07:12:36Z",
    "title_canon_sha256": "73363cc09da4da45bddd9d763bee6f2bc8a9394304d007cf435968007991d42b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.03575",
    "kind": "arxiv",
    "version": 1
  }
}