Pith Number

pith:QG2TZZCR

pith:2024:QG2TZZCRKGLAPG4G2K4LBJLPKP

not attested not anchored not stored refs pending

Simplex-enabled Safe Continual Learning Machine

Hongpeng Cao, Lui Sha, Marco Caccamo, Yanbing Mao, Yihao Cai

arxiv:2409.05898 v2 · 2024-09-05 · cs.LG · cs.AI · cs.RO

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QG2TZZCRKGLAPG4G2K4LBJLPKP}

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.

Cited by

1 paper in Pith

Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:16:21.122511Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81b53ce4515196079b86d2b8b0a56f53e733e37f30788226cd5380133059f07e

Aliases

arxiv: 2409.05898 · arxiv_version: 2409.05898v2 · doi: 10.48550/arxiv.2409.05898 · pith_short_12: QG2TZZCRKGLA · pith_short_16: QG2TZZCRKGLAPG4G · pith_short_8: QG2TZZCR

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/QG2TZZCRKGLAPG4G2K4LBJLPKP \
  | 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: 81b53ce4515196079b86d2b8b0a56f53e733e37f30788226cd5380133059f07e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d34b6648bd2e6dc3bca752120093cbbeda20adcfafff5c55c2eb543757121e20",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-05T16:03:00Z",
    "title_canon_sha256": "3fcd45f9e16e600b0b078a9a65532d34f793119dcccd471b54698cf4f8d8ec28"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.05898",
    "kind": "arxiv",
    "version": 2
  }
}