Pith Number

pith:NGDDGGXE

pith:2020:NGDDGGXER4M2RRRZ6LBGS3QS6F

not attested not anchored not stored refs pending

Enforcing robust control guarantees within neural network policies

J. Zico Kolter, Mahyar Fazlyab, Melrose Roderick, Priya L. Donti

arxiv:2011.08105 v2 · 2020-11-16 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NGDDGGXER4M2RRRZ6LBGS3QS6F}

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

Revisiting Deep AC-OPF

Receipt and verification

First computed	2026-07-05T02:34:43.663560Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6986331ae48f19a8c639f2c2696e12f1526088030029339e5409a6e2fe1b177a

Aliases

arxiv: 2011.08105 · arxiv_version: 2011.08105v2 · doi: 10.48550/arxiv.2011.08105 · pith_short_12: NGDDGGXER4M2 · pith_short_16: NGDDGGXER4M2RRRZ · pith_short_8: NGDDGGXE

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/NGDDGGXER4M2RRRZ6LBGS3QS6F \
  | 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: 6986331ae48f19a8c639f2c2696e12f1526088030029339e5409a6e2fe1b177a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38c1a917a8ccce23e28d0d58aa5088daec86db990a182d0206a246b88136c106",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-16T17:14:59Z",
    "title_canon_sha256": "44c63d8cc0c32d80e35fa7365c1649aa71c3f971cc150c6f1d7eeebcbd790412"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.08105",
    "kind": "arxiv",
    "version": 2
  }
}