Pith Number

pith:4KKU34EV

pith:2026:4KKU34EV5TF62GT7MFISPIWI7Z

not attested not anchored not stored refs pending

UAV-Assisted Cooperative Edge Inference for Low-Altitude Economy via MoE-based Hierarchical Deep Reinforcement Learning

Ivan Wang-Hei Ho, Wenhao Zhuang, Xianghao Yu, Yuyi Mao

arxiv:2605.19290 v1 · 2026-05-19 · cs.NI · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4KKU34EV5TF62GT7MFISPIWI7Z}

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	2026-05-20T01:05:37.861363Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2954df095eccbed1a7f615127a2c8fe430ed23febac7cf033c0b7cab3954dbb

Aliases

arxiv: 2605.19290 · arxiv_version: 2605.19290v1 · doi: 10.48550/arxiv.2605.19290 · pith_short_12: 4KKU34EV5TF6 · pith_short_16: 4KKU34EV5TF62GT7 · pith_short_8: 4KKU34EV

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/4KKU34EV5TF62GT7MFISPIWI7Z \
  | 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: e2954df095eccbed1a7f615127a2c8fe430ed23febac7cf033c0b7cab3954dbb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7b9321e94630ba582bde0a5fa634202a44f0408607ffb4ac09c8ec89ff5e516",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2026-05-19T03:08:41Z",
    "title_canon_sha256": "54cd4d714beae461e34fddebb7041afba0b9e97e0f4497adab2fbef65cd0c6ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.19290",
    "kind": "arxiv",
    "version": 1
  }
}