Pith Number

pith:UQOYGOA2

pith:2025:UQOYGOA2IKEVBGKZMEUHSTA2T3

not attested not anchored not stored refs pending

Optimistic critics can empower small actors

Dhruv Sreenivas, Olya Mastikhina, Pablo Samuel Castro

arxiv:2506.01016 v3 · 2025-06-01 · cs.LG · 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{UQOYGOA2IKEVBGKZMEUHSTA2T3}

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

Augmenting Game AI with Deep Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:53:47.333879Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a41d83381a42895099596128794c1a9ef896f85b9e335da41b55ab17ab19cb53

Aliases

arxiv: 2506.01016 · arxiv_version: 2506.01016v3 · doi: 10.48550/arxiv.2506.01016 · pith_short_12: UQOYGOA2IKEV · pith_short_16: UQOYGOA2IKEVBGKZ · pith_short_8: UQOYGOA2

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/UQOYGOA2IKEVBGKZMEUHSTA2T3 \
  | 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: a41d83381a42895099596128794c1a9ef896f85b9e335da41b55ab17ab19cb53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df098b60ac5770e930055f6718a2cedad302916cccb336cec7d7414972e5d1c4",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-01T14:00:03Z",
    "title_canon_sha256": "899dd60df41a93e4c28eed0baf6b7efdacd282b1ca4ee410175147b690f37d71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.01016",
    "kind": "arxiv",
    "version": 3
  }
}