Pith Number

pith:WMB3SA4S

pith:2025:WMB3SA4SBJVLWGD7T5WU5PIE6X

not attested not anchored not stored refs pending

Offline Learning of Controllable Diverse Behaviors

Ludovic Denoyer, Mathieu Petitbois, R\'emy Portelas, Sylvain Lamprier

arxiv:2504.18160 v1 · 2025-04-25 · cs.LG · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WMB3SA4SBJVLWGD7T5WU5PIE6X}

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	2026-07-05T10:54:02.981439Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b303b903920a6abb187f9f6d4ebd04f5cc62081bbde1d4765f5da0e7a31271f6

Aliases

arxiv: 2504.18160 · arxiv_version: 2504.18160v1 · doi: 10.48550/arxiv.2504.18160 · pith_short_12: WMB3SA4SBJVL · pith_short_16: WMB3SA4SBJVLWGD7 · pith_short_8: WMB3SA4S

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/WMB3SA4SBJVLWGD7T5WU5PIE6X \
  | 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: b303b903920a6abb187f9f6d4ebd04f5cc62081bbde1d4765f5da0e7a31271f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fdbe2506b3b400385ff5f1e45dafebd69b8669dfd3f656ba07c8352542f63ba2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-25T08:16:56Z",
    "title_canon_sha256": "dda7e6b9f3d35391b828110ef1a1b78ca31ab5d6b304f960926d9219ba251165"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.18160",
    "kind": "arxiv",
    "version": 1
  }
}