Pith Number

pith:NYNTOGTE

pith:2022:NYNTOGTEI6ZW2WO43VGU4ZDGDG

not attested not anchored not stored refs pending

RORL: Robust Offline Reinforcement Learning via Conservative Smoothing

Chenjia Bai, Chongjie Zhang, Lei Han, Rui Yang, Xiaoteng Ma, Zhaoran Wang

arxiv:2206.02829 v3 · 2022-06-06 · cs.LG · cs.AI · 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{NYNTOGTEI6ZW2WO43VGU4ZDGDG}

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	2026-07-05T05:09:19.112204Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e1b371a6447b36d59dcdd4d4e646619b38662122689c8844fdccf72b0b34094

Aliases

arxiv: 2206.02829 · arxiv_version: 2206.02829v3 · doi: 10.48550/arxiv.2206.02829 · pith_short_12: NYNTOGTEI6ZW · pith_short_16: NYNTOGTEI6ZW2WO4 · pith_short_8: NYNTOGTE

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/NYNTOGTEI6ZW2WO43VGU4ZDGDG \
  | 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: 6e1b371a6447b36d59dcdd4d4e646619b38662122689c8844fdccf72b0b34094

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56ca5306d36f4199dd3e2b16b0f7bc776129794a8e6e96c93c7be4e15c5a481e",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-06T18:07:41Z",
    "title_canon_sha256": "9ca5f7d171ca5ca6c3f19239c886a3255cf0043cf1e18efb92f4cb32489b71fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.02829",
    "kind": "arxiv",
    "version": 3
  }
}