Pith Number

pith:Q3SBFNVO

pith:2024:Q3SBFNVOTGPK2FZSXKCSQMZYSC

not attested not anchored not stored refs pending

Implicit Safe Set Algorithm for Provably Safe Reinforcement Learning

Changliu Liu, Feihan Li, Weiye Zhao

arxiv:2405.02754 v2 · 2024-05-04 · cs.RO · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q3SBFNVOTGPK2FZSXKCSQMZYSC}

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.

Receipt and verification

First computed	2026-07-05T11:53:26.741229Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86e412b6ae999ead1732ba8528333890b0acedee0b701db674fd2f5a65a1a782

Aliases

arxiv: 2405.02754 · arxiv_version: 2405.02754v2 · doi: 10.48550/arxiv.2405.02754 · pith_short_12: Q3SBFNVOTGPK · pith_short_16: Q3SBFNVOTGPK2FZS · pith_short_8: Q3SBFNVO

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/Q3SBFNVOTGPK2FZSXKCSQMZYSC \
  | 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: 86e412b6ae999ead1732ba8528333890b0acedee0b701db674fd2f5a65a1a782

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db17fdbb40ebd5c63fea6ddea23b89c13864442646dafbb2efb3588d2eef214b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2024-05-04T20:59:06Z",
    "title_canon_sha256": "015843ce54b107c4e6f8fc5edf06e29fca505b759f988dbe64bc3120167aa378"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.02754",
    "kind": "arxiv",
    "version": 2
  }
}