Pith Number

pith:ZFPF3RVP

pith:2018:ZFPF3RVPPFN636UKPT6XH5RMT3

not attested not anchored not stored refs pending

Playing hard exploration games by watching YouTube

David Budden, Nando de Freitas, Tobias Pfaff, Tom Le Paine, Yusuf Aytar, Ziyu Wang

arxiv:1805.11592 v2 · 2018-05-29 · cs.LG · cs.AI · cs.CV · 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{ZFPF3RVPPFN636UKPT6XH5RMT3}

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

Attentive Multi-Task Deep Reinforcement Learning

Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution

Receipt and verification

First computed	2026-05-17T23:59:32.608446Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c95e5dc6af795bedfa8a7cfd73f62c9ef708a69b2951f50e0ef6a47094b17abf

Aliases

arxiv: 1805.11592 · arxiv_version: 1805.11592v2 · doi: 10.48550/arxiv.1805.11592 · pith_short_12: ZFPF3RVPPFN6 · pith_short_16: ZFPF3RVPPFN636UK · pith_short_8: ZFPF3RVP

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/ZFPF3RVPPFN636UKPT6XH5RMT3 \
  | 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: c95e5dc6af795bedfa8a7cfd73f62c9ef708a69b2951f50e0ef6a47094b17abf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "feba5f7adea23c33ce347dfff8aa10470c263263ba59ebbe88ea543327f41dbc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-05-29T17:19:36Z",
    "title_canon_sha256": "bc4194e2c9cea053d4f994826b7ab6e0d56e209cfcf7b65401114f6251274cef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.11592",
    "kind": "arxiv",
    "version": 2
  }
}