Pith Number

pith:HWLJK7PD

pith:2024:HWLJK7PDRYAM4MM7TFJF4Y4XXZ

not attested not anchored not stored refs pending

Towards Generalizability of Multi-Agent Reinforcement Learning in Graphs with Recurrent Message Passing

Jannis Weil, Osama Abboud, Tobias Meuser, Zhenghua Bao

arxiv:2402.05027 v3 · 2024-02-07 · 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{HWLJK7PDRYAM4MM7TFJF4Y4XXZ}

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	2026-07-05T08:27:03.370489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d96957de38e00ce319f99525e6397be400537c15201b8a0cd06d0edcf86c916

Aliases

arxiv: 2402.05027 · arxiv_version: 2402.05027v3 · doi: 10.48550/arxiv.2402.05027 · pith_short_12: HWLJK7PDRYAM · pith_short_16: HWLJK7PDRYAM4MM7 · pith_short_8: HWLJK7PD

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/HWLJK7PDRYAM4MM7TFJF4Y4XXZ \
  | 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: 3d96957de38e00ce319f99525e6397be400537c15201b8a0cd06d0edcf86c916

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82adea9ecffa26b751f246f4046fa1eda88b3113f0e79deb728a35c0d4ff6dd0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2024-02-07T16:53:09Z",
    "title_canon_sha256": "18e43399205e2e3d963ae7a1e8401efd9990e54395b78a975ade70501f2e1eaa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05027",
    "kind": "arxiv",
    "version": 3
  }
}