Pith Number

pith:PO6NCANF

pith:2022:PO6NCANF7HJKSAJC553QOH7V2G

not attested not anchored not stored refs pending

Finite-time analysis of single-timescale actor-critic

Lin Zhao, Xuyang Chen

arxiv:2210.09921 v4 · 2022-10-18 · cs.LG · math.OC · 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{PO6NCANF7HJKSAJC553QOH7V2G}

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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

Global Optimality of Single-Timescale Actor-Critic under Continuous State-Action Space: A Study on Linear Quadratic Regulator

Receipt and verification

First computed	2026-07-05T07:37:37.218737Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7bbcd101a5f9d2a90122ef77071ff5d18c54440b29b53585b796671623b0bb84

Aliases

arxiv: 2210.09921 · arxiv_version: 2210.09921v4 · doi: 10.48550/arxiv.2210.09921 · pith_short_12: PO6NCANF7HJK · pith_short_16: PO6NCANF7HJKSAJC · pith_short_8: PO6NCANF

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/PO6NCANF7HJKSAJC553QOH7V2G \
  | 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: 7bbcd101a5f9d2a90122ef77071ff5d18c54440b29b53585b796671623b0bb84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f42a485439f5e64414eb9d0f05b77e5055f9cfe3f107b9b207a8544b35c6f32",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-18T15:03:56Z",
    "title_canon_sha256": "67036df3dd9c047999c9202e5926fb1f7c803528638d0431afdfeb3be1aeb3cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.09921",
    "kind": "arxiv",
    "version": 4
  }
}