Pith Number

pith:NQAT3IEU

pith:2012:NQAT3IEUE4ZQ2YKUB4IS3I2NCG

not attested not anchored not stored refs pending

Rollout Sampling Policy Iteration for Decentralized POMDPs

Feng Wu, Shlomo Zilberstein, Xiaoping Chen

arxiv:1203.3528 v1 · 2012-03-15 · 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{NQAT3IEUE4ZQ2YKUB4IS3I2NCG}

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	2026-05-18T03:59:59.840280Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c013da09427330d61540f112da34d119dc4869e98a6c2ca395a29f06ed0dca2

Aliases

arxiv: 1203.3528 · arxiv_version: 1203.3528v1 · doi: 10.48550/arxiv.1203.3528 · pith_short_12: NQAT3IEUE4ZQ · pith_short_16: NQAT3IEUE4ZQ2YKU · pith_short_8: NQAT3IEU

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/NQAT3IEUE4ZQ2YKUB4IS3I2NCG \
  | 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: 6c013da09427330d61540f112da34d119dc4869e98a6c2ca395a29f06ed0dca2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9046e7e8054eb65c8ef26a4ec733d95a8274c7e6b38413b19caceb4866fc6f8b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2012-03-15T11:17:56Z",
    "title_canon_sha256": "98f4113d1f70908f3d08bf28b9563d3ac4d9fc42d0155057c1ac297cfc909e53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1203.3528",
    "kind": "arxiv",
    "version": 1
  }
}