Pith Number

pith:TMQ775VC

pith:2025:TMQ775VCKUUWQY2UGI6FFSKCR6

not attested not anchored not stored refs pending

Dynamic Contrastive Skill Learning with State-Transition Based Skill Clustering and Dynamic Length Adjustment

Jinwoo Choi, Seung-Woo Seo

arxiv:2504.14805 v1 · 2025-04-21 · 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{TMQ775VCKUUWQY2UGI6FFSKCR6}

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	2026-07-05T10:51:50.728609Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b21fff6a25529686354323c52c9428f93efdcaa5b1075b07901e5652874b2f1

Aliases

arxiv: 2504.14805 · arxiv_version: 2504.14805v1 · doi: 10.48550/arxiv.2504.14805 · pith_short_12: TMQ775VCKUUW · pith_short_16: TMQ775VCKUUWQY2U · pith_short_8: TMQ775VC

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/TMQ775VCKUUWQY2UGI6FFSKCR6 \
  | 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: 9b21fff6a25529686354323c52c9428f93efdcaa5b1075b07901e5652874b2f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c7efb6e3abc2b0cc65aa7fdee31acebb83cd54e1d3e698b6924e65d46ab8d7b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-21T02:11:39Z",
    "title_canon_sha256": "af2f77efe60cd335101df1a6f983c74b21337966472867dab05445964cb47722"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.14805",
    "kind": "arxiv",
    "version": 1
  }
}