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Pith
Pith Number

pith:FSNBYSEM

pith:2024:FSNBYSEM2GWRGIEBWWASCKWFR5
not attested not anchored not stored refs pending

Stochastic Reinforcement Learning with Stability Guarantees for Control of Unknown Nonlinear Systems

Hans De Sterck, Jun Liu, Ruikun Zhou, Thanin Quartz

arxiv:2409.08382 v1 · 2024-09-12 · eess.SY · cs.LG · cs.SY · math.DS

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\usepackage{pith}
\pithnumber{FSNBYSEM2GWRGIEBWWASCKWFR5}

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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 2026-07-05T09:06:30.290195Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2c9a1c488cd1ad132081b581212ac58f581a9cb1a14cfe1efbce7674121c19b3

Aliases

arxiv: 2409.08382 · arxiv_version: 2409.08382v1 · doi: 10.48550/arxiv.2409.08382 · pith_short_12: FSNBYSEM2GWR · pith_short_16: FSNBYSEM2GWRGIEB · pith_short_8: FSNBYSEM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FSNBYSEM2GWRGIEBWWASCKWFR5 \
  | 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: 2c9a1c488cd1ad132081b581212ac58f581a9cb1a14cfe1efbce7674121c19b3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9478b0d2765a8594968dcca3382870c05a0b6f78704945dcbee4219f17528086",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "math.DS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-09-12T20:07:54Z",
    "title_canon_sha256": "ca94eec6f7660263d8c55c3cd4ba99ac41c37ad1c44053182aae954c0c5eabfa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.08382",
    "kind": "arxiv",
    "version": 1
  }
}