Pith Number

pith:FMFCFMAL

pith:2018:FMFCFMALOXMGW6ES4S6AA2HVPY

not attested not anchored not stored refs pending

Efficient transfer learning and online adaptation with latent variable models for continuous control

Christian F. Perez, Felipe Petroski Such, Theofanis Karaletsos

arxiv:1812.03399 v1 · 2018-12-08 · 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{FMFCFMALOXMGW6ES4S6AA2HVPY}

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	2026-05-17T23:58:46.351905Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b0a22b00b75d86b7892e4bc0068f57e3825d04ac84a0186933cd68777cb0333

Aliases

arxiv: 1812.03399 · arxiv_version: 1812.03399v1 · doi: 10.48550/arxiv.1812.03399 · pith_short_12: FMFCFMALOXMG · pith_short_16: FMFCFMALOXMGW6ES · pith_short_8: FMFCFMAL

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/FMFCFMALOXMGW6ES4S6AA2HVPY \
  | 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: 2b0a22b00b75d86b7892e4bc0068f57e3825d04ac84a0186933cd68777cb0333

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb761bee5adc445629fd639867a29dbd6b44c6e802ab2b349686cc1abf4d9502",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-08T22:46:37Z",
    "title_canon_sha256": "71da3d0ff03d32f6b0fab0550ed59edf543ee8b42eda76c8f008547583189b1c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.03399",
    "kind": "arxiv",
    "version": 1
  }
}