Pith Number

pith:WKPADHTA

pith:2025:WKPADHTARKJ5FL3FKZC3XE3QC6

not attested not anchored not stored refs pending

Skill Learning via Policy Diversity Yields Identifiable Representations for Reinforcement Learning

B\'alint Mucs\'anyi, Benjamin Eysenbach, Bernhard Sch\"olkopf, Patrik Reizinger, Siyuan Guo, Wieland Brendel

arxiv:2507.14748 v1 · 2025-07-19 · cs.LG · cs.AI · 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{WKPADHTARKJ5FL3FKZC3XE3QC6}

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

1 paper in Pith

Unifying Goal-Conditioned RL and Unsupervised Skill Learning via Control-Maximization

Receipt and verification

First computed	2026-07-05T11:40:12.840470Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b29e019e608a93d2af655645bb937017b62c215270a6aa980c55701887c5e4d5

Aliases

arxiv: 2507.14748 · arxiv_version: 2507.14748v1 · doi: 10.48550/arxiv.2507.14748 · pith_short_12: WKPADHTARKJ5 · pith_short_16: WKPADHTARKJ5FL3F · pith_short_8: WKPADHTA

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/WKPADHTARKJ5FL3FKZC3XE3QC6 \
  | 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: b29e019e608a93d2af655645bb937017b62c215270a6aa980c55701887c5e4d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30d18ed928e733a68a39c43f2abea115b86650cb155403528f43354f8e16747e",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-19T20:48:46Z",
    "title_canon_sha256": "5da512e05da0d5651a7597967a8b0dd052b18d6cc1b327a4bab76ebc65cc5f2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.14748",
    "kind": "arxiv",
    "version": 1
  }
}