Pith Number

pith:WWDBE732

pith:2024:WWDBE732CUY4ME3L7CLK2BVJP4

not attested not anchored not stored refs pending

Multi-Armed Bandits with Network Interference

Abhineet Agarwal, Anish Agarwal, Justin Whitehouse, Lorenzo Masoero

arxiv:2405.18621 v1 · 2024-05-28 · cs.LG · stat.ME · 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{WWDBE732CUY4ME3L7CLK2BVJP4}

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

A Review of Causal Decision Making

Receipt and verification

First computed	2026-07-05T08:24:28.194490Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b586127f7a1531c6136bf896ad06a97f14a56cd526b7fa89a528efe337320b30

Aliases

arxiv: 2405.18621 · arxiv_version: 2405.18621v1 · doi: 10.48550/arxiv.2405.18621 · pith_short_12: WWDBE732CUY4 · pith_short_16: WWDBE732CUY4ME3L · pith_short_8: WWDBE732

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/WWDBE732CUY4ME3L7CLK2BVJP4 \
  | 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: b586127f7a1531c6136bf896ad06a97f14a56cd526b7fa89a528efe337320b30

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7922e080df05dd3ae64980355df677db5fb5c91af8ea5c2745f882975f542303",
    "cross_cats_sorted": [
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-28T22:01:50Z",
    "title_canon_sha256": "0e5ff2236ecf777b1fe6d164359b5abeb026bef409d853d30a392e77b58df52d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.18621",
    "kind": "arxiv",
    "version": 1
  }
}