Pith Number

pith:BNOKT5WD

pith:2025:BNOKT5WDUYHH33ETNWG74SSC33

not attested not anchored not stored refs pending

LLM-Driven Intrinsic Motivation for Sparse Reward Reinforcement Learning

Andr\'e Quadros, Cassio Silva, Ronnie Alves

arxiv:2508.18420 v1 · 2025-08-25 · 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{BNOKT5WDUYHH33ETNWG74SSC33}

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	2026-07-05T11:59:23.983292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b5ca9f6c3a60e7dec936d8dfe4a42deffecb0d18f1352b4fe67c1cddf1bc998

Aliases

arxiv: 2508.18420 · arxiv_version: 2508.18420v1 · doi: 10.48550/arxiv.2508.18420 · pith_short_12: BNOKT5WDUYHH · pith_short_16: BNOKT5WDUYHH33ET · pith_short_8: BNOKT5WD

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/BNOKT5WDUYHH33ETNWG74SSC33 \
  | 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: 0b5ca9f6c3a60e7dec936d8dfe4a42deffecb0d18f1352b4fe67c1cddf1bc998

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5fc48c03b46663140652f1a923e1a1784d51bb29e2f72e9d4519a13b25347dbe",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-25T19:10:58Z",
    "title_canon_sha256": "3622b41995629898082b58810309326d844ed4f9f6c2f0bfd811cead689a3a84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.18420",
    "kind": "arxiv",
    "version": 1
  }
}