Pith Number

pith:P47TLXVI

pith:2026:P47TLXVIMY56HVEF62DGBE32IV

not attested not anchored not stored refs pending

Scalable Constrained Multi-Agent Reinforcement Learning via State Augmentation and Consensus for Separable Dynamics

Anders Jonsson, Miguel Calvo-Fullana, Santiago Amaya-Corredor

arxiv:2605.30461 v1 · 2026-05-28 · cs.LG · 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{P47TLXVIMY56HVEF62DGBE32IV}

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	2026-06-01T01:02:55.549696Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f3f35dea8663be3d485f68660937a456cef39f88aefc1e75ea7fbffd8ec6469

Aliases

arxiv: 2605.30461 · arxiv_version: 2605.30461v1 · doi: 10.48550/arxiv.2605.30461 · pith_short_12: P47TLXVIMY56 · pith_short_16: P47TLXVIMY56HVEF · pith_short_8: P47TLXVI

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/P47TLXVIMY56HVEF62DGBE32IV \
  | 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: 7f3f35dea8663be3d485f68660937a456cef39f88aefc1e75ea7fbffd8ec6469

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "41260cb315891d836ac14181f3f617111a75f68a140d52a9d35216c4cefb3915",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-28T18:37:16Z",
    "title_canon_sha256": "5a53df73e36af194d9bd87822b7a8fd5b14231d04a1242dfd63dd09a1ed3bb2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.30461",
    "kind": "arxiv",
    "version": 1
  }
}