Pith Number

pith:Y6YVDVSC

pith:2024:Y6YVDVSC7X6CAQTILOIVHVDPL2

not attested not anchored not stored refs pending

Fairness of Exposure in Online Restless Multi-armed Bandits

Archit Sood, Shweta Jain, Sujit Gujar

arxiv:2402.06348 v1 · 2024-02-09 · 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{Y6YVDVSC7X6CAQTILOIVHVDPL2}

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

Fair Resource Allocation in Weakly Coupled Markov Decision Processes

Receipt and verification

First computed	2026-07-05T07:43:22.670292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7b151d642fdfc2042685b9153d46f5e83ab01b74d265e92a7017c2d0f194117

Aliases

arxiv: 2402.06348 · arxiv_version: 2402.06348v1 · doi: 10.48550/arxiv.2402.06348 · pith_short_12: Y6YVDVSC7X6C · pith_short_16: Y6YVDVSC7X6CAQTI · pith_short_8: Y6YVDVSC

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/Y6YVDVSC7X6CAQTILOIVHVDPL2 \
  | 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: c7b151d642fdfc2042685b9153d46f5e83ab01b74d265e92a7017c2d0f194117

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "119432c32fe37a31f866f8b55e1d773448f4fee327aac500d1f061b178f8defd",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-09T11:53:27Z",
    "title_canon_sha256": "0c963ee6634c49f626ee125c7f7974b04d41a3d88a05acb9d92a2dd4f4cb51bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.06348",
    "kind": "arxiv",
    "version": 1
  }
}