Pith Number

pith:Z6WM6S46

pith:2025:Z6WM6S46FI5X4TUGYU7YJUKSIQ

not attested not anchored not stored refs pending

Risk-averse formulations of Stochastic Optimal Control and Markov Decision Processes

Alexander Shapiro, Yan Li

arxiv:2505.16651 v1 · 2025-05-22 · math.OC · math.ST · stat.TH

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z6WM6S46FI5X4TUGYU7YJUKSIQ}

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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

1 paper in Pith

Sample Complexity for Markov Decision Processes and Stochastic Optimal Control with Static Risk Measures

Receipt and verification

First computed	2026-07-05T11:07:38.519161Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cfaccf4b9e2a3b7e4e86c53f84d152440cb998b6a51663108b5f35b9ea7f6e55

Aliases

arxiv: 2505.16651 · arxiv_version: 2505.16651v1 · doi: 10.48550/arxiv.2505.16651 · pith_short_12: Z6WM6S46FI5X · pith_short_16: Z6WM6S46FI5X4TUG · pith_short_8: Z6WM6S46

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/Z6WM6S46FI5X4TUGYU7YJUKSIQ \
  | 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: cfaccf4b9e2a3b7e4e86c53f84d152440cb998b6a51663108b5f35b9ea7f6e55

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47ffadfa85a8773d942567acf4320e80a4b354587df91e42f2ea14f1974e66a7",
    "cross_cats_sorted": [
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2025-05-22T13:19:35Z",
    "title_canon_sha256": "04aff739b9ee09c67a90ce8c032d7afa13c46f8a95867347238fc562f5658426"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.16651",
    "kind": "arxiv",
    "version": 1
  }
}