Pith Number

pith:OSRYR2L5

pith:2018:OSRYR2L5ETE6VQWPDOVQEF62XX

not attested not anchored not stored refs pending

Gotta Learn Fast: A New Benchmark for Generalization in RL

Alex Nichol, Christopher Hesse, John Schulman, Oleg Klimov, Vicki Pfau

arxiv:1804.03720 v2 · 2018-04-10 · 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{OSRYR2L5ETE6VQWPDOVQEF62XX}

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

3 papers in Pith

Supervise Thyself: Examining Self-Supervised Representations in Interactive Environments

Arena: a toolkit for Multi-Agent Reinforcement Learning

Odysseus: Scaling VLMs to 100+ Turn Decision-Making in Games via Reinforcement Learning

Receipt and verification

First computed	2026-05-18T00:17:47.277734Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74a388e97d24c9eac2cf1bab0217dabdca617d6398652a2f06520780b3127977

Aliases

arxiv: 1804.03720 · arxiv_version: 1804.03720v2 · doi: 10.48550/arxiv.1804.03720 · pith_short_12: OSRYR2L5ETE6 · pith_short_16: OSRYR2L5ETE6VQWP · pith_short_8: OSRYR2L5

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/OSRYR2L5ETE6VQWPDOVQEF62XX \
  | 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: 74a388e97d24c9eac2cf1bab0217dabdca617d6398652a2f06520780b3127977

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7bb92e87eda798a8bdad24771466e1765d7b920eb55ef58154ac7df1463edcf7",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-04-10T21:09:53Z",
    "title_canon_sha256": "ddb4ce60cd1f8f51faf320a106554674f750c0d7673850eefb5655e774b47753"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.03720",
    "kind": "arxiv",
    "version": 2
  }
}