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Pith Number

pith:N3CZULAX

pith:2023:N3CZULAX7N7N43GA3BWR4MWZON
not attested not anchored not stored refs pending

Actor critic learning algorithms for mean-field control with moment neural networks

Huy\^en Pham, Xavier Warin

arxiv:2309.04317 v1 · 2023-09-08 · stat.ML · cs.LG · math.OC

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\usepackage{pith}
\pithnumber{N3CZULAX7N7N43GA3BWR4MWZON}

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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

2 papers in Pith

Receipt and verification
First computed 2026-07-05T06:48:58.149720Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6ec59a2c17fb7ede6cc0d86d1e32d97350d949e7453b68d326e6cc4854429126

Aliases

arxiv: 2309.04317 · arxiv_version: 2309.04317v1 · doi: 10.48550/arxiv.2309.04317 · pith_short_12: N3CZULAX7N7N · pith_short_16: N3CZULAX7N7N43GA · pith_short_8: N3CZULAX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/N3CZULAX7N7N43GA3BWR4MWZON \
  | 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: 6ec59a2c17fb7ede6cc0d86d1e32d97350d949e7453b68d326e6cc4854429126
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e9566cc8f457f14f5232469dbce576c45551857712ac7d9da3da07857d50ca18",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-09-08T13:29:57Z",
    "title_canon_sha256": "8579a426fcc8b88f7e9081a5db5436675c8aecdb3b1882c32217ce3237ab7243"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.04317",
    "kind": "arxiv",
    "version": 1
  }
}