Pith Number

pith:LRCX72Z3

pith:2025:LRCX72Z3SRRLDNWHUHI3OJZMGR

not attested not anchored not stored refs pending

Reward-Independent Messaging for Decentralized Multi-Agent Reinforcement Learning

Naoto Yoshida, Tadahiro Taniguchi

arxiv:2505.21985 v1 · 2025-05-28 · 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{LRCX72Z3SRRLDNWHUHI3OJZMGR}

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

SCALE-COMM: Shared, Contrastively-Aligned Latent Embeddings for MARL Communication

Receipt and verification

First computed	2026-07-05T11:11:07.394230Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c457feb3b9462b1b6c7a1d1b7272c3456f6ab9cc1ca484b0dee494082a740d8

Aliases

arxiv: 2505.21985 · arxiv_version: 2505.21985v1 · doi: 10.48550/arxiv.2505.21985 · pith_short_12: LRCX72Z3SRRL · pith_short_16: LRCX72Z3SRRLDNWH · pith_short_8: LRCX72Z3

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/LRCX72Z3SRRLDNWHUHI3OJZMGR \
  | 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: 5c457feb3b9462b1b6c7a1d1b7272c3456f6ab9cc1ca484b0dee494082a740d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b11dc4b7a9000ae143233fb1b15ca4e20f1178440d6cf11c722ab69a4e2940f6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-05-28T05:23:47Z",
    "title_canon_sha256": "9c0c2ee1b2526bc4d858d5e209f1c64aaf3b0d5b1546fb353996865b0b1e75d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21985",
    "kind": "arxiv",
    "version": 1
  }
}