Pith Number

pith:E3WF5ZBV

pith:2022:E3WF5ZBVUAELREM3PMSVXEO5AV

not attested not anchored not stored refs pending

A Small Gain Analysis of Single Timescale Actor Critic

Alex Olshevsky, Bahman Gharesifard

arxiv:2203.02591 v4 · 2022-03-04 · math.OC · 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{E3WF5ZBVUAELREM3PMSVXEO5AV}

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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	2026-07-05T06:13:51.391619Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26ec5ee435a008b8919b7b255b91dd057ab1c175953a383ff327e02471ac03a8

Aliases

arxiv: 2203.02591 · arxiv_version: 2203.02591v4 · doi: 10.48550/arxiv.2203.02591 · pith_short_12: E3WF5ZBVUAEL · pith_short_16: E3WF5ZBVUAELREM3 · pith_short_8: E3WF5ZBV

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/E3WF5ZBVUAELREM3PMSVXEO5AV \
  | 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: 26ec5ee435a008b8919b7b255b91dd057ab1c175953a383ff327e02471ac03a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1fcf0947b824036f28cfafa21bc724c1cab4059c26c0c2bcd36d9401932a217b",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2022-03-04T22:20:34Z",
    "title_canon_sha256": "ae27d63e22fd88fa0aa33158cb92918129597ece9c2919dabaf9c1f99472ae93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.02591",
    "kind": "arxiv",
    "version": 4
  }
}