Pith Number

pith:HFJW3CMA

pith:2024:HFJW3CMAZXZV676PDPCO72LKDH

not attested not anchored not stored refs pending

The Exploration-Exploitation Dilemma Revisited: An Entropy Perspective

Junliang Xing, Ling Liang, Renye Yan, Ru Huang, Yaozhong Gan, Yimao Cai, You Wu

arxiv:2408.09974 v1 · 2024-08-19 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HFJW3CMAZXZV676PDPCO72LKDH}

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

Do Less, Achieve More: Do We Need Every-Step Optimization for RL Fine-tuning of Diffusion Models?

Receipt and verification

First computed	2026-07-05T08:56:49.678930Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39536d8980cdf35f7fcf1bc4efe96a19fb6c8153596427afe8cb6aeedd3dbb42

Aliases

arxiv: 2408.09974 · arxiv_version: 2408.09974v1 · doi: 10.48550/arxiv.2408.09974 · pith_short_12: HFJW3CMAZXZV · pith_short_16: HFJW3CMAZXZV676P · pith_short_8: HFJW3CMA

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/HFJW3CMAZXZV676PDPCO72LKDH \
  | 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: 39536d8980cdf35f7fcf1bc4efe96a19fb6c8153596427afe8cb6aeedd3dbb42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73eaca9e83f46369b23a7b7ac55fe96eade2bdb4862b8d43f2ec39942c1d553e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-19T13:21:46Z",
    "title_canon_sha256": "751787614867c38cd4aed76140bc3db8fcb1a27425cbef7b930d3bf85fb509fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.09974",
    "kind": "arxiv",
    "version": 1
  }
}