Pith Number

pith:HFJZFU7R

pith:2021:HFJZFU7RNDX3W7UDPS3O6QOCOT

not attested not anchored not stored refs pending

Adaptive Stochastic ADMM for Decentralized Reinforcement Learning in Edge Industrial IoT

Mikael Skoglund, Ming Xiao, Wanlu Lei, Yu Ye, Zhu Han

arxiv:2107.00481 v1 · 2021-06-30 · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HFJZFU7RNDX3W7UDPS3O6QOCOT}

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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	2026-07-05T02:54:24.998738Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

395392d3f168efbb7e837cb6ef41c274cfa73579ad6c19b30aa003a44c433aa4

Aliases

arxiv: 2107.00481 · arxiv_version: 2107.00481v1 · doi: 10.48550/arxiv.2107.00481 · pith_short_12: HFJZFU7RNDX3 · pith_short_16: HFJZFU7RNDX3W7UD · pith_short_8: HFJZFU7R

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/HFJZFU7RNDX3W7UDPS3O6QOCOT \
  | 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: 395392d3f168efbb7e837cb6ef41c274cfa73579ad6c19b30aa003a44c433aa4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae51ce2cf23e54ae7c34b3addf7e61460ca37d3ddc42e5ea589eb770775da9ec",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-30T16:49:07Z",
    "title_canon_sha256": "4e1e07762e44bda82d008913cca606b0a73cffc04661547cd669c4d7ecbc029e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.00481",
    "kind": "arxiv",
    "version": 1
  }
}