Pith Number

pith:ZROAXXYG

pith:2017:ZROAXXYGWF6SVJ6JB4D5OOEPK6

not attested not anchored not stored refs pending

Reward Maximization Under Uncertainty: Leveraging Side-Observations on Networks

Atilla Eryilmaz, Fang Liu, Ness B. Shroff, Swapna Buccapatnam

arxiv:1704.07943 v2 · 2017-04-26 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZROAXXYGWF6SVJ6JB4D5OOEPK6}

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	2026-05-18T00:40:23.748576Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc5c0bdf06b17d2aa7c90f07d7388f579317a3518805f9a3ae86adc792803cd7

Aliases

arxiv: 1704.07943 · arxiv_version: 1704.07943v2 · doi: 10.48550/arxiv.1704.07943 · pith_short_12: ZROAXXYGWF6S · pith_short_16: ZROAXXYGWF6SVJ6J · pith_short_8: ZROAXXYG

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/ZROAXXYGWF6SVJ6JB4D5OOEPK6 \
  | 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: cc5c0bdf06b17d2aa7c90f07d7388f579317a3518805f9a3ae86adc792803cd7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f44d0c38d8355deea9adef4691ddf0db20c43fae50211252a68c4f7c11671b51",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-04-26T01:53:09Z",
    "title_canon_sha256": "b00aa68304df6cd34e7309300b46ae39e51991abb000e4d1aa1e143e16c8d92e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1704.07943",
    "kind": "arxiv",
    "version": 2
  }
}