Pith Number

pith:IBK22QQU

pith:2020:IBK22QQUL5OZ7RCAKKHJP7DFOE

not attested not anchored not stored refs pending

CRPO: A New Approach for Safe Reinforcement Learning with Convergence Guarantee

Guanghui Lan, Tengyu Xu, Yingbin Liang

arxiv:2011.05869 v3 · 2020-11-11 · cs.LG · 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{IBK22QQUL5OZ7RCAKKHJP7DFOE}

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

Bridging Adaptivity and Safety: Learning Agile Collision-Free Locomotion Across Varied Physics

Receipt and verification

First computed	2026-07-05T02:44:34.467390Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4055ad42145f5d9fc440528e97fc65712a6d80ca6c43107d40eddbd5bafa66f7

Aliases

arxiv: 2011.05869 · arxiv_version: 2011.05869v3 · doi: 10.48550/arxiv.2011.05869 · pith_short_12: IBK22QQUL5OZ · pith_short_16: IBK22QQUL5OZ7RCA · pith_short_8: IBK22QQU

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/IBK22QQUL5OZ7RCAKKHJP7DFOE \
  | 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: 4055ad42145f5d9fc440528e97fc65712a6d80ca6c43107d40eddbd5bafa66f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "544173e5385476ce4d6e6207092fb2bcd5c68fbc52f7db6a1d01386eb7ea1a3c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-11T16:05:14Z",
    "title_canon_sha256": "1b46dc824d0da08e63ba056b027d713881d6d9379a879f16231bf89644a95c84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.05869",
    "kind": "arxiv",
    "version": 3
  }
}