Pith Number

pith:MM6DGR7R

pith:2023:MM6DGR7RSKBLNVKD5XE2XDOBOA

not attested not anchored not stored refs pending

Efficient Dynamic Allocation Policy for Robust Ranking and Selection under Stochastic Control Framework

Hui Xiao, Zhihong Wei

arxiv:2305.07603 v1 · 2023-05-12 · 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{MM6DGR7RSKBLNVKD5XE2XDOBOA}

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	2026-07-05T06:09:38.163904Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

633c3347f19282b6d543edc9ab8dc1702a1efa3b12b806f61ebb6cb563dd112b

Aliases

arxiv: 2305.07603 · arxiv_version: 2305.07603v1 · doi: 10.48550/arxiv.2305.07603 · pith_short_12: MM6DGR7RSKBL · pith_short_16: MM6DGR7RSKBLNVKD · pith_short_8: MM6DGR7R

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/MM6DGR7RSKBLNVKD5XE2XDOBOA \
  | 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: 633c3347f19282b6d543edc9ab8dc1702a1efa3b12b806f61ebb6cb563dd112b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81acc4db3f116d75b0b82b47a3fdf5fa8e0197d44209db7397c1b9d34d90e534",
    "cross_cats_sorted": [
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2023-05-12T16:51:32Z",
    "title_canon_sha256": "220127545057502aeebba17a5d94502693324587c1b4dcdbca96079bbd8dd296"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.07603",
    "kind": "arxiv",
    "version": 1
  }
}