Pith Number

pith:USJFJ5H6

pith:2026:USJFJ5H6SFMBYUVA5P3F364E3G

not attested not anchored not stored refs pending

Reinforcement Learning for Heterogeneous Sensor Selection in Maritime Surveillance

Andreas Hadjipieris, Andrei Starodubov, Ioannis Kyriakides, Roberto Galeazzi, Yaqub Aris Prabowo

arxiv:2607.22667 v1 · 2026-07-03 · cs.AI · cs.IT · cs.LG · cs.RO · cs.SY · eess.SP · eess.SY · math.IT

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{USJFJ5H6SFMBYUVA5P3F364E3G}

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	2026-07-28T00:21:48.165555Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a49254f4fe91581c52a0ebf65dfb84d9b294c031efba841d2250003654b5a616

Aliases

arxiv: 2607.22667 · arxiv_version: 2607.22667v1 · doi: 10.48550/arxiv.2607.22667 · pith_short_12: USJFJ5H6SFMB · pith_short_16: USJFJ5H6SFMBYUVA · pith_short_8: USJFJ5H6

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/USJFJ5H6SFMBYUVA5P3F364E3G \
  | 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: a49254f4fe91581c52a0ebf65dfb84d9b294c031efba841d2250003654b5a616

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "000dc490e2b73b776fb6ec157a1fb35a30e703a495800bf872acd033bd1860fc",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.LG",
      "cs.RO",
      "cs.SY",
      "eess.SP",
      "eess.SY",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-03T14:26:26Z",
    "title_canon_sha256": "c6bed287c8bed330e2bf28d0edcef9f1b65611b85b9a465e6958fcbb358fc3e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.22667",
    "kind": "arxiv",
    "version": 1
  }
}