Pith Number

pith:OQLCKNVR

pith:2019:OQLCKNVRR2E743BNGMBKYYQPBQ

not attested not anchored not stored refs pending

Revised Progressive-Hedging-Algorithm Based Two-layer Solution Scheme for Bayesian Reinforcement Learning

Daniel Zhuoyu Long, Duan Li, Xin Huang

arxiv:1906.09035 v1 · 2019-06-21 · eess.SY · cs.LG · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OQLCKNVRR2E743BNGMBKYYQPBQ}

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	2026-05-17T23:42:44.760943Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74162536b18e89fe6c2d3302ac620f0c24358578c09e89f5ffb4624228311850

Aliases

arxiv: 1906.09035 · arxiv_version: 1906.09035v1 · doi: 10.48550/arxiv.1906.09035 · pith_short_12: OQLCKNVRR2E7 · pith_short_16: OQLCKNVRR2E743BN · pith_short_8: OQLCKNVR

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/OQLCKNVRR2E743BNGMBKYYQPBQ \
  | 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: 74162536b18e89fe6c2d3302ac620f0c24358578c09e89f5ffb4624228311850

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b443fc7fcc02a3491f40dcf3710a2f02ba56467abf166eb3803547675b65bd7b",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2019-06-21T09:57:50Z",
    "title_canon_sha256": "8101a090bdd4f7899ad97e6a97e188d72f4d670dfa78c235ffe6624f940e9595"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.09035",
    "kind": "arxiv",
    "version": 1
  }
}