pith. sign in
Pith Number

pith:27PCMZQ7

pith:2018:27PCMZQ7G2TJSBS53HKSQEQXQ5
not attested not anchored not stored refs pending

Semi-supervised Deep Reinforcement Learning in Support of IoT and Smart City Services

Ala Al-Fuqaha, Jun-Seok Oh, Mehdi Mohammadi, Mohsen Guizani

arxiv:1810.04118 v1 · 2018-10-09 · cs.NI · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{27PCMZQ7G2TJSBS53HKSQEQXQ5}

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 2026-05-18T00:03:42.250841Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d7de26661f36a699065dd9d5281217875cf22d5cb265b111a32b17262aa0761a

Aliases

arxiv: 1810.04118 · arxiv_version: 1810.04118v1 · doi: 10.48550/arxiv.1810.04118 · pith_short_12: 27PCMZQ7G2TJ · pith_short_16: 27PCMZQ7G2TJSBS5 · pith_short_8: 27PCMZQ7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/27PCMZQ7G2TJSBS53HKSQEQXQ5 \
  | 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: d7de26661f36a699065dd9d5281217875cf22d5cb265b111a32b17262aa0761a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "20de8c4567958396eec9432ef67030de7907326e66dc6b6345ee4f9575ba1d02",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2018-10-09T16:47:25Z",
    "title_canon_sha256": "a85ea1dc1c1bb900160ffde228d0282e72805cab845e64f1704d57ea6c160225"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.04118",
    "kind": "arxiv",
    "version": 1
  }
}