Pith Number

pith:5S5BNI7N

pith:2024:5S5BNI7NZA5MGUOXV3AC4U53SN

not attested not anchored not stored refs pending

Copyright-Aware Incentive Scheme for Generative Art Models Using Hierarchical Reinforcement Learning

Boi Faltings, Lingjuan Lyu, Xiaoli Tang, Yifei Song, Zhuan Shi

arxiv:2410.20180 v2 · 2024-10-26 · cs.LG · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5S5BNI7NZA5MGUOXV3AC4U53SN}

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	2026-07-05T09:31:49.977596Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ecba16a3edc83ac351d7aec02e53bb9354067fb77c9c757a85d103eec24eaacf

Aliases

arxiv: 2410.20180 · arxiv_version: 2410.20180v2 · doi: 10.48550/arxiv.2410.20180 · pith_short_12: 5S5BNI7NZA5M · pith_short_16: 5S5BNI7NZA5MGUOX · pith_short_8: 5S5BNI7N

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/5S5BNI7NZA5MGUOXV3AC4U53SN \
  | 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: ecba16a3edc83ac351d7aec02e53bb9354067fb77c9c757a85d103eec24eaacf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "992d98a2adfcbe16eefe2a2d3536cbef672eb1e5e6828ceb871ff1341af41198",
    "cross_cats_sorted": [
      "cs.GT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-26T13:29:43Z",
    "title_canon_sha256": "e19a01dce588e303cc2bae033f1db407d6b7886a580899b8806feaf647960d23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.20180",
    "kind": "arxiv",
    "version": 2
  }
}