Pith Number

pith:ENTTSFLJ

pith:2024:ENTTSFLJ26ITVOASEOONHKHYVM

not attested not anchored not stored refs pending

Multi-Agent Reinforcement Learning with Selective State-Space Models

Arnu Pretorius, Claude Formanek, Jemma Daniel, Louay Ben Nessir, Omayma Mahjoub, Ruan de Kock, Sasha Abramowitz, Wiem Khlifi

arxiv:2410.19382 v2 · 2024-10-25 · cs.LG · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ENTTSFLJ26ITVOASEOONHKHYVM}

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	2026-07-05T09:27:07.100202Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2367391569d7913ab812239cd3a8f8ab1700ca0d0d708cd1510bacb9c654dc46

Aliases

arxiv: 2410.19382 · arxiv_version: 2410.19382v2 · doi: 10.48550/arxiv.2410.19382 · pith_short_12: ENTTSFLJ26IT · pith_short_16: ENTTSFLJ26ITVOAS · pith_short_8: ENTTSFLJ

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/ENTTSFLJ26ITVOASEOONHKHYVM \
  | 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: 2367391569d7913ab812239cd3a8f8ab1700ca0d0d708cd1510bacb9c654dc46

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6558141ef3521e9b98d07d06f7a72be2fb13780b504643f0179ab2deb005a615",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-25T08:32:21Z",
    "title_canon_sha256": "312b5b0166048ed676c621bf7c46395d4741845194df0b1920f87e76afb428b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19382",
    "kind": "arxiv",
    "version": 2
  }
}