Pith Number

pith:SQDWZDSU

pith:2019:SQDWZDSUB66UMA4XVAJQSD4S77

not attested not anchored not stored refs pending

Multiplayer Multi-armed Bandits for Optimal Assignment in Heterogeneous Networks

Harshvardhan Tibrewal, Manjesh K. Hanawal, Sravan Patchala, Sumit J. Darak

arxiv:1901.03868 v4 · 2019-01-12 · 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{SQDWZDSUB66UMA4XVAJQSD4S77}

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	2026-07-05T00:00:34.040943Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94076c8e540fbd460397a813090f92ffc3cd7edf2bc0ef8e44d2011e13c41740

Aliases

arxiv: 1901.03868 · arxiv_version: 1901.03868v4 · doi: 10.48550/arxiv.1901.03868 · pith_short_12: SQDWZDSUB66U · pith_short_16: SQDWZDSUB66UMA4X · pith_short_8: SQDWZDSU

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/SQDWZDSUB66UMA4XVAJQSD4S77 \
  | 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: 94076c8e540fbd460397a813090f92ffc3cd7edf2bc0ef8e44d2011e13c41740

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4fa3affbaa74ca6d1b7ae63b7a7425eb2c872ebaf8106d61190e9c14631832cc",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-12T14:30:57Z",
    "title_canon_sha256": "33e05bb89daab7aab22149af367b2c88603a70a6159e17869da870c398f5efc5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.03868",
    "kind": "arxiv",
    "version": 4
  }
}