pith. sign in
Pith Number

pith:VJH3N3WS

pith:2019:VJH3N3WSLHLZAYXVLBKH7KG4AG
not attested not anchored not stored refs pending

Constrained Restless Bandits for Dynamic Scheduling in Cyber-Physical Systems

Kesav Kaza, Rahul Meshram, S.N.Merchant, Varun Mehta

arxiv:1904.08962 v5 · 2019-04-18 · eess.SY · cs.LG · cs.SY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VJH3N3WSLHLZAYXVLBKH7KG4AG}

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 2026-06-04T20:14:26.198629Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

aa4fb6eed259d79062f558547fa8dc01962b4585ef744ff49d6b648d7af6da17

Aliases

arxiv: 1904.08962 · arxiv_version: 1904.08962v5 · doi: 10.48550/arxiv.1904.08962 · pith_short_12: VJH3N3WSLHLZ · pith_short_16: VJH3N3WSLHLZAYXV · pith_short_8: VJH3N3WS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VJH3N3WSLHLZAYXVLBKH7KG4AG \
  | 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: aa4fb6eed259d79062f558547fa8dc01962b4585ef744ff49d6b648d7af6da17
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "899fa0284d39845a3e7331bd5f8d5693eea01037827c0aaf6ea7f267d3573914",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2019-04-18T18:15:52Z",
    "title_canon_sha256": "fbab1693d10de15f0f0b1b80bff6440b755a22c283f782b8b1820e5a615003e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.08962",
    "kind": "arxiv",
    "version": 5
  }
}