Pith Number

pith:B44RFAL7

pith:2018:B44RFAL7GLLVYC5VL7TGHVDEFN

not attested not anchored not stored refs pending

Multi-Agent Fully Decentralized Value Function Learning with Linear Convergence Rates

Ali H. Sayed, Kun Yuan, Lucas Cassano

arxiv:1810.07792 v5 · 2018-10-17 · cs.LG · cs.DC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B44RFAL7GLLVYC5VL7TGHVDEFN}

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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.

Cited by

1 paper in Pith

Fast Multi-Agent Temporal-Difference Learning via Homotopy Stochastic Primal-Dual Optimization

Receipt and verification

First computed	2026-07-04T23:53:10.515971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f3912817f32d75c0bb55fe663d4642b43f4c02126d853f3ac043fcfbad6cb87

Aliases

arxiv: 1810.07792 · arxiv_version: 1810.07792v5 · doi: 10.48550/arxiv.1810.07792 · pith_short_12: B44RFAL7GLLV · pith_short_16: B44RFAL7GLLVYC5V · pith_short_8: B44RFAL7

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/B44RFAL7GLLVYC5VL7TGHVDEFN \
  | 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: 0f3912817f32d75c0bb55fe663d4642b43f4c02126d853f3ac043fcfbad6cb87

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "577a5e316d10c2e8d631a65bc780c80ac173105da7b2a6d8706e243358806865",
    "cross_cats_sorted": [
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-17T20:54:47Z",
    "title_canon_sha256": "c74a8188a1abdfe5e64cfe9f9ef60b779bc66196ce7d595e911b659357b08904"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.07792",
    "kind": "arxiv",
    "version": 5
  }
}