Pith Number

pith:OT7L34OL

pith:2026:OT7L34OLKEFMWDQL42DUFY3DWJ

not attested not anchored not stored refs pending

Actor-Critic Learning for Extended Mean Field Control with Deterministic Policies

Huy\^en Pham, Xin Guo, Yufei Zhang, Ziheng Cheng

arxiv:2607.11005 v1 · 2026-07-13 · math.OC · cs.AI · cs.LG · 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{OT7L34OLKEFMWDQL42DUFY3DWJ}

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.

Receipt and verification

First computed	2026-07-14T01:21:52.073668Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74febdf1cb510acb0e0be68742e363b24af138f6ddf0d3eafed07ee24c1d9e0d

Aliases

arxiv: 2607.11005 · arxiv_version: 2607.11005v1 · doi: 10.48550/arxiv.2607.11005 · pith_short_12: OT7L34OLKEFM · pith_short_16: OT7L34OLKEFMWDQL · pith_short_8: OT7L34OL

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/OT7L34OLKEFMWDQL42DUFY3DWJ \
  | 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: 74febdf1cb510acb0e0be68742e363b24af138f6ddf0d3eafed07ee24c1d9e0d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d9102779f70721835843a9ca44e407ba96f1d2a83f129eb28798ecf0b9ab9e8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2026-07-13T02:10:07Z",
    "title_canon_sha256": "d7690c08656a4563fd54a66bd102ed36cafe20f0a0332446c655df47148e878f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.11005",
    "kind": "arxiv",
    "version": 1
  }
}