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Pith Number

pith:NXSLIL7Y

pith:2013:NXSLIL7Y3XNITXUARMNY274ZLD
not attested not anchored not stored refs pending

Policy Evaluation with Variance Related Risk Criteria in Markov Decision Processes

Aviv Tamar, Dotan Di Castro, Shie Mannor

arxiv:1301.0104 v1 · 2013-01-01 · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{NXSLIL7Y3XNITXUARMNY274ZLD}

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 2026-05-18T03:10:37.144556Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6de4b42ff8ddda89de808b1b8d7f9958d227df110fc857758df46981eabafe08

Aliases

arxiv: 1301.0104 · arxiv_version: 1301.0104v1 · doi: 10.48550/arxiv.1301.0104 · pith_short_12: NXSLIL7Y3XNI · pith_short_16: NXSLIL7Y3XNITXUA · pith_short_8: NXSLIL7Y
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NXSLIL7Y3XNITXUARMNY274ZLD \
  | 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: 6de4b42ff8ddda89de808b1b8d7f9958d227df110fc857758df46981eabafe08
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6dba2db9470f695f56ac6da5c48f9950f4d8cf7eaf134a81dcc98caf53e2d385",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2013-01-01T16:25:17Z",
    "title_canon_sha256": "1d87769ad4c8998f81b5fa4f4898c51b6f4544d51b8bf8aa4a274dc1b4a0fd77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1301.0104",
    "kind": "arxiv",
    "version": 1
  }
}