Pith Number

pith:FRFFCARH

pith:2026:FRFFCARHVU3UASPRUOCDPXU5TY

not attested not anchored not stored refs pending

Reinforcement Learning for Delivery Drone-Based Participatory Sensing in Dynamic Environments

Sijie Ruan, Songxin Lei, Xin Ouyang, Xusen Guo, Yutian Jiang, Yuxuan Liang

arxiv:2607.18874 v1 · 2026-07-21 · cs.LG · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FRFFCARHVU3UASPRUOCDPXU5TY}

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	2026-07-22T01:23:17.032763Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c4a510227ad374049f1a38437de9d9e1deef234d52ff1f914adb1bf7cdc854f

Aliases

arxiv: 2607.18874 · arxiv_version: 2607.18874v1 · doi: 10.48550/arxiv.2607.18874 · pith_short_12: FRFFCARHVU3U · pith_short_16: FRFFCARHVU3UASPR · pith_short_8: FRFFCARH

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/FRFFCARHVU3UASPRUOCDPXU5TY \
  | 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: 2c4a510227ad374049f1a38437de9d9e1deef234d52ff1f914adb1bf7cdc854f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "982141fbcc1a86af679b33be21d02246ba37e6495b4619cbbe0d62b39a1faadd",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-21T09:06:23Z",
    "title_canon_sha256": "0dfd12b1761dc7477be92509a6c9ac0e7d59a67868ae28e2d4e87d200ce68ef5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.18874",
    "kind": "arxiv",
    "version": 1
  }
}