Pith Number

pith:BYV4XLD7

pith:2025:BYV4XLD77CZ4LBWFRTBD2BEFB3

not attested not anchored not stored refs pending

Attention-Based Reward Shaping for Sparse and Delayed Rewards

Ian Holmes, Min Chi

arxiv:2505.10802 v1 · 2025-05-16 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BYV4XLD77CZ4LBWFRTBD2BEFB3}

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

Self-Rewarding Vision-Language Model via Reasoning Decomposition

Receipt and verification

First computed	2026-07-05T11:04:05.993926Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e2bcbac7ff8b3c586c58cc23d04850ef02e59c62002ff9051b81576afb9ef56

Aliases

arxiv: 2505.10802 · arxiv_version: 2505.10802v1 · doi: 10.48550/arxiv.2505.10802 · pith_short_12: BYV4XLD77CZ4 · pith_short_16: BYV4XLD77CZ4LBWF · pith_short_8: BYV4XLD7

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/BYV4XLD77CZ4LBWFRTBD2BEFB3 \
  | 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: 0e2bcbac7ff8b3c586c58cc23d04850ef02e59c62002ff9051b81576afb9ef56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7162c683ae2af5182fca0d00825e07ccea3f3ccfeeafe6b9c0c4ea442cda6945",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-16T02:43:05Z",
    "title_canon_sha256": "26786e3a304e8fd96cbd96a24aa1ffe7946233e2063d998cac93655130f136af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.10802",
    "kind": "arxiv",
    "version": 1
  }
}