Pith Number

pith:UFKMVUQL

pith:2024:UFKMVUQLUGA2RXB7XLWIV6HG4I

not attested not anchored not stored refs pending

Exploiting Structure in Offline Multi-Agent RL: The Benefits of Low Interaction Rank

Daniel R. Jiang, Jason D. Lee, Scott Fujimoto, Wenhao Zhan, Yonathan Efroni, Zheqing Zhu

arxiv:2410.01101 v1 · 2024-10-01 · 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{UFKMVUQLUGA2RXB7XLWIV6HG4I}

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	2026-07-05T09:14:43.407268Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a154cad20ba181a8dc3fbaec8af8e6e204a3422c93134b532899c925a92ebedc

Aliases

arxiv: 2410.01101 · arxiv_version: 2410.01101v1 · doi: 10.48550/arxiv.2410.01101 · pith_short_12: UFKMVUQLUGA2 · pith_short_16: UFKMVUQLUGA2RXB7 · pith_short_8: UFKMVUQL

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/UFKMVUQLUGA2RXB7XLWIV6HG4I \
  | 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: a154cad20ba181a8dc3fbaec8af8e6e204a3422c93134b532899c925a92ebedc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d4e069730701a10222a52525933edee1ce13fccd0109d34c2d2c6307dff3318",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-01T22:16:22Z",
    "title_canon_sha256": "3011bb3e2bcf672982e4e048f378c792bb2d9644131c1a59e363ab261f93d515"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01101",
    "kind": "arxiv",
    "version": 1
  }
}