Pith Number

pith:VUV3BLBO

pith:2025:VUV3BLBOW2LQIEAYHEDQYTMADX

not attested not anchored not stored refs pending

Nucleolus Credit Assignment for Effective Coalitions in Multi-agent Reinforcement Learning

Jianglin Qiao, Siyi Hu, Yugu Li, Zehong Cao

arxiv:2503.00372 v1 · 2025-03-01 · cs.MA · 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{VUV3BLBOW2LQIEAYHEDQYTMADX}

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

Toward Adaptable Multi-Agent Reinforcement Learning: An Assumption-Aware Review

Receipt and verification

First computed	2026-07-05T10:22:21.508679Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad2bb0ac2eb69704101839070c4d801dd95635d5689214a5ab3c50b6f2b8e9f2

Aliases

arxiv: 2503.00372 · arxiv_version: 2503.00372v1 · doi: 10.48550/arxiv.2503.00372 · pith_short_12: VUV3BLBOW2LQ · pith_short_16: VUV3BLBOW2LQIEAY · pith_short_8: VUV3BLBO

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/VUV3BLBOW2LQIEAYHEDQYTMADX \
  | 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: ad2bb0ac2eb69704101839070c4d801dd95635d5689214a5ab3c50b6f2b8e9f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f74c4416c9934905d9a368d581626950029ba5bc1bbc6a04131a4f66dc6f336",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-03-01T07:01:58Z",
    "title_canon_sha256": "e6c6ba58ef7566f4cbfd5c36ad6d5bc7e868d1b582dc133cc4a29b16dd5206aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.00372",
    "kind": "arxiv",
    "version": 1
  }
}