Pith Number

pith:4VVS3OKM

pith:2022:4VVS3OKMMTTNADTEMWQOYIWE2L

not attested not anchored not stored refs pending

Equipping Black-Box Policies with Model-Based Advice for Stable Nonlinear Control

Adam Wierman, Guannan Qu, Ruixiao Yang, Steven Low, Tongxin Li, Yiheng Lin

arxiv:2206.01341 v1 · 2022-06-02 · cs.LG · cs.SY · eess.SY · 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{4VVS3OKMMTTNADTEMWQOYIWE2L}

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	2026-07-05T04:28:46.463714Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e56b2db94c64e6d00e6465a0ec22c4d2f1c6841205e2bed5050bbe2edd9deb00

Aliases

arxiv: 2206.01341 · arxiv_version: 2206.01341v1 · doi: 10.48550/arxiv.2206.01341 · pith_short_12: 4VVS3OKMMTTN · pith_short_16: 4VVS3OKMMTTNADTE · pith_short_8: 4VVS3OKM

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/4VVS3OKMMTTNADTEMWQOYIWE2L \
  | 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: e56b2db94c64e6d00e6465a0ec22c4d2f1c6841205e2bed5050bbe2edd9deb00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95108594700b4248c590e1a25549763b3c044b1d1be229d27e8eac0b21b8179a",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-02T23:51:30Z",
    "title_canon_sha256": "fab1d1a6dc6225dc5443e60151c5de9593d9004d37de5d6e7db45173ccb3c21b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.01341",
    "kind": "arxiv",
    "version": 1
  }
}