Pith Number

pith:6NUR5DAZ

pith:2024:6NUR5DAZADLOUC63AV63I3PRYG

not attested not anchored not stored refs pending

A Bayesian Composite Risk Approach for Stochastic Optimal Control and Markov Decision Processes

Huifu Xu, Wentao Ma, Zhiping Chen

arxiv:2412.16488 v3 · 2024-12-21 · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6NUR5DAZADLOUC63AV63I3PRYG}

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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

Adaptive Distributionally Robust Optimal Control with Bayesian Ambiguity Sets

Receipt and verification

First computed	2026-07-05T12:01:20.259388Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3691e8c1900d6ea0bdb057db46df1c1b4a34a70400789e3afee36390f0d2c2d

Aliases

arxiv: 2412.16488 · arxiv_version: 2412.16488v3 · doi: 10.48550/arxiv.2412.16488 · pith_short_12: 6NUR5DAZADLO · pith_short_16: 6NUR5DAZADLOUC63 · pith_short_8: 6NUR5DAZ

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/6NUR5DAZADLOUC63AV63I3PRYG \
  | 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: f3691e8c1900d6ea0bdb057db46df1c1b4a34a70400789e3afee36390f0d2c2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f59b48d8c74967106e3864bd5e9a86b575751218ece4185695330aa60a25cc5f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-12-21T05:05:40Z",
    "title_canon_sha256": "acf34fa2c95a6bd38895028b7af159232b7e5f5689721d5a1e57d414850f29af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16488",
    "kind": "arxiv",
    "version": 3
  }
}