Pith Number

pith:SLSELTFJ

pith:2025:SLSELTFJYLVNNUCWAPXRACOKZI

not attested not anchored not stored refs pending

A Lyapunov Drift-Plus-Penalty Method Tailored for Reinforcement Learning with Queue Stability

Danny Hin-Kwok Tsang, Jiashuo Jiang, Lei Deng, Wenhan Xu

arxiv:2506.04291 v1 · 2025-06-04 · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SLSELTFJYLVNNUCWAPXRACOKZI}

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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

1 paper in Pith

Theoretical Foundations of Continual Learning via Drift-Plus-Penalty

Receipt and verification

First computed	2026-07-05T11:16:11.832134Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92e445cca9c2ead6d05603ef1009caca3c612d9e6af57130bfa4beaa16ca00c9

Aliases

arxiv: 2506.04291 · arxiv_version: 2506.04291v1 · doi: 10.48550/arxiv.2506.04291 · pith_short_12: SLSELTFJYLVN · pith_short_16: SLSELTFJYLVNNUCW · pith_short_8: SLSELTFJ

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/SLSELTFJYLVNNUCWAPXRACOKZI \
  | 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: 92e445cca9c2ead6d05603ef1009caca3c612d9e6af57130bfa4beaa16ca00c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fbb12f39e9edf02e5808c157e8c0a9ff403cdd7087c6a3b2c185cbb7e8378ab3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-04T10:56:24Z",
    "title_canon_sha256": "572273c517445723ea6f1e4cd2470e475a1469ecca6c635d2a49d907c02317f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.04291",
    "kind": "arxiv",
    "version": 1
  }
}