Pith Number

pith:SG7Q63OB

pith:2020:SG7Q63OB35DBAGOCSARABRKOVB

not attested not anchored not stored refs pending

RL Unplugged: A Suite of Benchmarks for Offline Reinforcement Learning

Alexander Novikov, Caglar Gulcehre, Cosmin Paduraru, Daniel Mankowitz, Gabriel Dulac-Arnold, George Tucker, Jerry Li, Josh Merel, Konrad Zolna, Matt Hoffman, Mohammad Norouzi, Nando de Freitas, Nicolas Heess, Ofir Nachum, Rishabh Agarwal, Sergio Gomez Colmenarejo, Tom Le Paine, Ziyu Wang

arxiv:2006.13888 v4 · 2020-06-24 · 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{SG7Q63OB35DBAGOCSARABRKOVB}

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

2 papers in Pith

Stationary Robust Mean-Field Games under Model Mismatches

What Matters in Learning from Offline Human Demonstrations for Robot Manipulation

Receipt and verification

First computed	2026-07-05T02:15:58.298086Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91bf0f6dc1df461019c2902200c54ea864c96ca43349872b542f15c3dead8be6

Aliases

arxiv: 2006.13888 · arxiv_version: 2006.13888v4 · doi: 10.48550/arxiv.2006.13888 · pith_short_12: SG7Q63OB35DB · pith_short_16: SG7Q63OB35DBAGOC · pith_short_8: SG7Q63OB

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/SG7Q63OB35DBAGOCSARABRKOVB \
  | 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: 91bf0f6dc1df461019c2902200c54ea864c96ca43349872b542f15c3dead8be6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9475fe1c3a1b2ff330987f434c2ef4bbc9db5961ce84355d7770731e31cfa129",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-24T17:14:51Z",
    "title_canon_sha256": "a400ee907db53e0d340a593d50c71f9f586c3153fe67349d0e0d71b8cc77e850"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.13888",
    "kind": "arxiv",
    "version": 4
  }
}