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Pith Number

pith:533RMEJS

pith:2013:533RMEJSHHLG2BYZ5P4JII4YLM
not attested not anchored not stored refs pending

Planning with Partially Observable Markov Decision Processes: Advances in Exact Solution Method

Nevin Lianwen Zhang, Stephen S. Lee

arxiv:1301.7417 v1 · 2013-01-30 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{533RMEJSHHLG2BYZ5P4JII4YLM}

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 2026-05-18T03:34:49.566076Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

eef716113239d66d0719ebf89423985b2bb97fab6e1852243bcf4b241541f212

Aliases

arxiv: 1301.7417 · arxiv_version: 1301.7417v1 · doi: 10.48550/arxiv.1301.7417 · pith_short_12: 533RMEJSHHLG · pith_short_16: 533RMEJSHHLG2BYZ · pith_short_8: 533RMEJS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/533RMEJSHHLG2BYZ5P4JII4YLM \
  | 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: eef716113239d66d0719ebf89423985b2bb97fab6e1852243bcf4b241541f212
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d0184fce94787623b3f7a342fdd5ea857a6a644508d87054038edcdce5e0c85f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2013-01-30T15:07:12Z",
    "title_canon_sha256": "da013d15e56583bdc5c15128f8f2e954d323bc4ba5c54e79ff7b73809575ee76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1301.7417",
    "kind": "arxiv",
    "version": 1
  }
}