Pith Number

pith:DZXHGHEL

pith:2012:DZXHGHELVZFHBWW76PC3GLZ457

not attested not anchored not stored refs pending

Lightning Does Not Strike Twice: Robust MDPs with Coupled Uncertainty

Huan Xu (National University of Singapore), Ofir Mebel (Technion), Shie Mannor (Technion)

arxiv:1206.4643 v1 · 2012-06-18 · cs.LG · cs.GT · 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{DZXHGHELVZFHBWW76PC3GLZ457}

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.

Cited by

1 paper in Pith

Dual Formulation for Non-Rectangular Lp Robust Markov Decision Processes

Receipt and verification

First computed	2026-05-18T03:53:04.378919Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e6e731c8bae4a70dadff3c5b32f3cefc761c8295c9496274399571966d92fe0

Aliases

arxiv: 1206.4643 · arxiv_version: 1206.4643v1 · doi: 10.48550/arxiv.1206.4643 · pith_short_12: DZXHGHELVZFH · pith_short_16: DZXHGHELVZFHBWW7 · pith_short_8: DZXHGHEL

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/DZXHGHELVZFHBWW76PC3GLZ457 \
  | 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: 1e6e731c8bae4a70dadff3c5b32f3cefc761c8295c9496274399571966d92fe0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee6f4a0ca184d29fcc0ad2217b6fa77e552346691785020d9d426163dc0a9153",
    "cross_cats_sorted": [
      "cs.GT",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-06-18T15:19:07Z",
    "title_canon_sha256": "4bcc1b001d9e7812e72e9fdce107ca54d1404330f8ee78e3409f9bf4c79098ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1206.4643",
    "kind": "arxiv",
    "version": 1
  }
}