Pith. sign in
Pith Number

pith:6KKUDZDP

pith:2025:6KKUDZDPECXQRHSN4VMUQYMZ4R
not attested not anchored not stored refs pending

Cooperative Patrol Routing: Optimizing Urban Crime Surveillance through Multi-Agent Reinforcement Learning

Eduardo Guzm\'an, Juan Palma-Borda, Mar\'ia-Victoria Belmonte

arxiv:2501.08020 v1 · 2025-01-14 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6KKUDZDPECXQRHSN4VMUQYMZ4R}

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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 2026-07-05T10:00:54.096436Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f29541e46f20af089e4de559486199e45a7dbadd7a947f5e9ad2258397951f37

Aliases

arxiv: 2501.08020 · arxiv_version: 2501.08020v1 · doi: 10.48550/arxiv.2501.08020 · pith_short_12: 6KKUDZDPECXQ · pith_short_16: 6KKUDZDPECXQRHSN · pith_short_8: 6KKUDZDP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6KKUDZDPECXQRHSN4VMUQYMZ4R \
  | 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: f29541e46f20af089e4de559486199e45a7dbadd7a947f5e9ad2258397951f37
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "736305e2b14eddf471564838202a716ab615859fc4327dd896195b6c15d36898",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-14T11:20:19Z",
    "title_canon_sha256": "199f1dd75156b9146049760ecf534bae57649864a7b8662f0386aa9708eec50b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.08020",
    "kind": "arxiv",
    "version": 1
  }
}