Pith Number

pith:MNUJOSNX

pith:2025:MNUJOSNXDUMZHCKUNQ3WFDA4CB

not attested not anchored not stored refs pending

Emergence of Fair Leaders via Mediators in Multi-Agent Reinforcement Learning

Akshay Dodwadmath, Setareh Maghsudi

arxiv:2508.02421 v1 · 2025-08-04 · cs.MA · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MNUJOSNXDUMZHCKUNQ3WFDA4CB}

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	2026-07-05T11:48:14.092998Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63689749b71d199389546c37628c1c107e8ec945efec4dc5cdfea4c5a208575d

Aliases

arxiv: 2508.02421 · arxiv_version: 2508.02421v1 · doi: 10.48550/arxiv.2508.02421 · pith_short_12: MNUJOSNXDUMZ · pith_short_16: MNUJOSNXDUMZHCKU · pith_short_8: MNUJOSNX

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/MNUJOSNXDUMZHCKUNQ3WFDA4CB \
  | 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: 63689749b71d199389546c37628c1c107e8ec945efec4dc5cdfea4c5a208575d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cc6c2e7cc13295e36623308b84a7de606c01f66d6c9d25f14bcbf69407c65ed",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-08-04T13:42:45Z",
    "title_canon_sha256": "fc274f446ca2cb545bef6f93238a37fe3014987532fd3c733f31a4d0fe59bae5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.02421",
    "kind": "arxiv",
    "version": 1
  }
}