Pith Number

pith:RXCW2X7Z

pith:2018:RXCW2X7ZVPMJVZOGO7GAW24LWF

not attested not anchored not stored refs pending

One-Shot High-Fidelity Imitation: Training Large-Scale Deep Nets with RL

David Budden, Gabriel Barth-Maron, Matt W. Hoffman, Nando de Freitas, Scott Reed, Sergio G\'omez Colmenarejo, Serkan Cabi, Tobias Pfaff, Tom Le Paine, Yusuf Aytar, Ziyu Wang

arxiv:1810.05017 v1 · 2018-10-11 · cs.LG · cs.AI · cs.CV · cs.RO

Open paper page JSON Open Graph Bundle Merged state What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RXCW2X7ZVPMJVZOGO7GAW24LWF}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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	2026-05-18T00:03:35.213127Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8dc56d5ff9abd89ae5c677cc0b6b8bb17c05d048635a8a55ac324143340e6992

Aliases

arxiv: 1810.05017 · arxiv_version: 1810.05017v1 · doi: 10.48550/arxiv.1810.05017 · pith_short_12: RXCW2X7ZVPMJ · pith_short_16: RXCW2X7ZVPMJVZOG · pith_short_8: RXCW2X7Z

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/RXCW2X7ZVPMJVZOGO7GAW24LWF \
  | 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: 8dc56d5ff9abd89ae5c677cc0b6b8bb17c05d048635a8a55ac324143340e6992

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c44ab855f8367176e62d249d39e01353921166424c18f486ccb5a8cfdf1ae9df",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-11T13:46:18Z",
    "title_canon_sha256": "628ccceb3a2e49774dc63ab3c322616cb51488427573672ef45cc890586e2bb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.05017",
    "kind": "arxiv",
    "version": 1
  }
}