Pith Number

pith:ONQCAF2T

pith:2019:ONQCAF2TX7GCNLYJGAFRRQXEBL

not attested not anchored not stored refs pending

Interpretable Dynamics Models for Data-Efficient Reinforcement Learning

Carl Henrik Ek, Clemens Otte, Markus Kaiser, Thomas Runkler

arxiv:1907.04902 v1 · 2019-07-10 · 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{ONQCAF2TX7GCNLYJGAFRRQXEBL}

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	2026-05-17T23:40:54.617184Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7360201753bfcc26af09300b18c2e40ae6bac2d9874eaba5e971b7db68e6ea99

Aliases

arxiv: 1907.04902 · arxiv_version: 1907.04902v1 · doi: 10.48550/arxiv.1907.04902 · pith_short_12: ONQCAF2TX7GC · pith_short_16: ONQCAF2TX7GCNLYJ · pith_short_8: ONQCAF2T

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/ONQCAF2TX7GCNLYJGAFRRQXEBL \
  | 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: 7360201753bfcc26af09300b18c2e40ae6bac2d9874eaba5e971b7db68e6ea99

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a60c487c3c3dd91bd991b480493177158e1bf9915dcc36a97fb03933ba97c7f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-10T19:50:45Z",
    "title_canon_sha256": "95c6edc281a9b754bbff4cdb8e01ee5dabbaab677a29f884a25ed66b9db8bd4b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.04902",
    "kind": "arxiv",
    "version": 1
  }
}