Pith Number

pith:MPLXIEE4

pith:2023:MPLXIEE4V2JSI4FVQSB7K4KN6V

not attested not anchored not stored refs pending

Efficiently Quantifying Individual Agent Importance in Cooperative MARL

Abidine Vall, Arnu Pretorius, Kale-ab Tessera, Omayma Mahjoub, Ruan de Kock, Siddarth Singh, Wiem Khlifi

arxiv:2312.08466 v2 · 2023-12-13 · 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{MPLXIEE4V2JSI4FVQSB7K4KN6V}

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	2026-07-05T07:37:53.765174Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63d774109cae932470b58483f5714df55b504dc609794dac69328f0e83cc569d

Aliases

arxiv: 2312.08466 · arxiv_version: 2312.08466v2 · doi: 10.48550/arxiv.2312.08466 · pith_short_12: MPLXIEE4V2JS · pith_short_16: MPLXIEE4V2JSI4FV · pith_short_8: MPLXIEE4

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/MPLXIEE4V2JSI4FVQSB7K4KN6V \
  | 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: 63d774109cae932470b58483f5714df55b504dc609794dac69328f0e83cc569d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0610d581f3fa13da4f67987db2fb30bc39821a05fad065ca5c8d4e9006482238",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-12-13T19:09:37Z",
    "title_canon_sha256": "a326647feb06d8727f8ac1777b026e52ba49b1e3bb46414a404e87ac18b53128"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.08466",
    "kind": "arxiv",
    "version": 2
  }
}