Pith Number

pith:4EFJ5B5E

pith:2019:4EFJ5B5EHTX3IVKCOKFCJJ2NDA

not attested not anchored not stored refs pending

On the Global Convergence of Actor-Critic: A Case for Linear Quadratic Regulator with Ergodic Cost

Mingyi Hong, Yongxin Chen, Zhaoran Wang, Zhuoran Yang

arxiv:1907.06246 v1 · 2019-07-14 · cs.LG · math.OC · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4EFJ5B5EHTX3IVKCOKFCJJ2NDA}

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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

Optimal Sample Complexity for Single Time-Scale Actor-Critic with Momentum

Receipt and verification

First computed	2026-05-17T23:40:38.133423Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e10a9e87a43cefb45542728a24a74d18181a2ff69c40c460511449ebcc517d7f

Aliases

arxiv: 1907.06246 · arxiv_version: 1907.06246v1 · doi: 10.48550/arxiv.1907.06246 · pith_short_12: 4EFJ5B5EHTX3 · pith_short_16: 4EFJ5B5EHTX3IVKC · pith_short_8: 4EFJ5B5E

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/4EFJ5B5EHTX3IVKCOKFCJJ2NDA \
  | 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: e10a9e87a43cefb45542728a24a74d18181a2ff69c40c460511449ebcc517d7f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de7f5c8e8555c8d85b1dfc3e239fea5282493663d8906f21c7c16a0c700024e1",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-14T16:50:26Z",
    "title_canon_sha256": "dbd2f15c24f696eca1f93d5c533eaf979e139c67fea5724c2564e2c98ea7b398"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.06246",
    "kind": "arxiv",
    "version": 1
  }
}