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Pith Number

pith:UI7A3OKN

pith:2022:UI7A3OKNMRZDSHNXDHFNHYHV24
not attested not anchored not stored refs pending

Multi-step dual control for exploration and exploitation in autonomous search with convergence guarantee

Jun Yang, Shihua Li, Wen-Hua Chen, Yuan Tan

arxiv:2203.06440 v1 · 2022-03-12 · eess.SY · cs.SY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{UI7A3OKNMRZDSHNXDHFNHYHV24}

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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.
Receipt and verification
First computed 2026-07-05T04:04:50.740679Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a23e0db94d6472391db719cad3e0f5d7386096888b6906fd471d53a3a9fc4492

Aliases

arxiv: 2203.06440 · arxiv_version: 2203.06440v1 · doi: 10.48550/arxiv.2203.06440 · pith_short_12: UI7A3OKNMRZD · pith_short_16: UI7A3OKNMRZDSHNX · pith_short_8: UI7A3OKN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UI7A3OKNMRZDSHNXDHFNHYHV24 \
  | 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: a23e0db94d6472391db719cad3e0f5d7386096888b6906fd471d53a3a9fc4492
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4205fc3f54b3caf71b4c1b25398a5c4f8056581075a635a2720c5de894ec949b",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2022-03-12T14:15:08Z",
    "title_canon_sha256": "32cb3f55bd23377c1814c21415ff2a4b97b9c752e21eadfd89c52ad093ad143b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.06440",
    "kind": "arxiv",
    "version": 1
  }
}