Pith Number

pith:2BVPQGXA

pith:2023:2BVPQGXASDKJ3HSR2JSRZ2GIX7

not attested not anchored not stored refs pending

Indexability of Finite State Restless Multi-Armed Bandit and Rollout Policy

Deepak Dev, Rahul Meshram, Surya Prakash, Vishesh Mittal

arxiv:2305.00410 v1 · 2023-04-30 · cs.LG · cs.SY · eess.SY · 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{2BVPQGXASDKJ3HSR2JSRZ2GIX7}

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	2026-07-05T06:05:41.068308Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d06af81ae090d49d9e51d2651ce8c8bffd1184b7e454234fe893847d9b7e6bdd

Aliases

arxiv: 2305.00410 · arxiv_version: 2305.00410v1 · doi: 10.48550/arxiv.2305.00410 · pith_short_12: 2BVPQGXASDKJ · pith_short_16: 2BVPQGXASDKJ3HSR · pith_short_8: 2BVPQGXA

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/2BVPQGXASDKJ3HSR2JSRZ2GIX7 \
  | 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: d06af81ae090d49d9e51d2651ce8c8bffd1184b7e454234fe893847d9b7e6bdd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6aef45f96a91fcb45195f565d72b7a9c032834699e8696737a293e9e3bb344eb",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-30T06:53:44Z",
    "title_canon_sha256": "909854362247edbf231e585838d784dbe2faa9873da2af3891d2fa2e57090716"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.00410",
    "kind": "arxiv",
    "version": 1
  }
}