Pith Number

pith:7RRUHIBX

pith:2018:7RRUHIBX3JCJ25P4JP7DJ2GTRA

not attested not anchored not stored refs pending

Convergent Actor-Critic Algorithms Under Off-Policy Training and Function Approximation

Hamid Reza Maei

arxiv:1802.07842 v1 · 2018-02-21 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7RRUHIBX3JCJ25P4JP7DJ2GTRA}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Concentration of General Stochastic Approximation Under Heavy-Tailed Markovian Noise

Receipt and verification

First computed	2026-05-18T00:22:48.764899Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fc6343a037da449d75fc4bfe34e8d3882fecc793c4ae5e572d8dcf1502bdb327

Aliases

arxiv: 1802.07842 · arxiv_version: 1802.07842v1 · doi: 10.48550/arxiv.1802.07842 · pith_short_12: 7RRUHIBX3JCJ · pith_short_16: 7RRUHIBX3JCJ25P4 · pith_short_8: 7RRUHIBX

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/7RRUHIBX3JCJ25P4JP7DJ2GTRA \
  | 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: fc6343a037da449d75fc4bfe34e8d3882fecc793c4ae5e572d8dcf1502bdb327

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7d938b5a7cc0c862116ccd921ff16704a51c370fc374a94df9cadff9e430c6d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2018-02-21T23:14:44Z",
    "title_canon_sha256": "a535359e815cd8fdbd83aef16ab5c6b4df858694072850e076293379ed9a2d22"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.07842",
    "kind": "arxiv",
    "version": 1
  }
}