Pith Number

pith:JWFUXZ7G

pith:2024:JWFUXZ7G6QGQXANMJQGT2FP73N

not attested not anchored not stored refs pending

Sable: a Performant, Efficient and Scalable Sequence Model for MARL

Arnu Pretorius, Claude Formanek, Jemma Daniel, Liam Clark, Louay Ben Nessir, Louise Beyers, Omayma Mahjoub, Ruan de Kock, Sasha Abramowitz, Simon du Toit, Wiem Khlifi

arxiv:2410.01706 v5 · 2024-10-02 · 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{JWFUXZ7G6QGQXANMJQGT2FP73N}

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

2 papers in Pith

Self-Supervised On-Policy Reinforcement Learning via Contrastive Proximal Policy Optimisation

Randomness is sometimes necessary for coordination

Receipt and verification

First computed	2026-07-05T11:09:43.450222Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d8b4be7e6f40d0b81ac4c0d3d15ffdb7c4ab1c37ff6dac76768bc8fe2257857

Aliases

arxiv: 2410.01706 · arxiv_version: 2410.01706v5 · doi: 10.48550/arxiv.2410.01706 · pith_short_12: JWFUXZ7G6QGQ · pith_short_16: JWFUXZ7G6QGQXANM · pith_short_8: JWFUXZ7G

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/JWFUXZ7G6QGQXANMJQGT2FP73N \
  | 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: 4d8b4be7e6f40d0b81ac4c0d3d15ffdb7c4ab1c37ff6dac76768bc8fe2257857

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38c8a0bea5e2ceecd2db3e8fef631f52b9b0f47e04c633789b6afb413391bcd3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-02T16:15:26Z",
    "title_canon_sha256": "f72667983bbb03ee19ec03f934da8e7adb13be1cf99aff03f90553a396e03fa3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01706",
    "kind": "arxiv",
    "version": 5
  }
}