Pith Number

pith:FX4POA72

pith:2021:FX4POA72SV3ACA2KUW4XPSYOM7

not attested not anchored not stored refs pending

Deep Reinforcement Learning Aided Packet-Routing For Aeronautical Ad-Hoc Networks Formed by Passenger Planes

Chenyang Yang, Dong Liu, Jiankang Zhang, Jingjing Cui, Lajos Hanzo

arxiv:2110.15146 v1 · 2021-10-28 · cs.NI · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FX4POA72SV3ACA2KUW4XPSYOM7}

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	2026-07-05T03:26:52.179133Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2df8f703fa957601034aa5b977cb0e67dc77c61c1d7c4d49984cd31b88c4529e

Aliases

arxiv: 2110.15146 · arxiv_version: 2110.15146v1 · doi: 10.48550/arxiv.2110.15146 · pith_short_12: FX4POA72SV3A · pith_short_16: FX4POA72SV3ACA2K · pith_short_8: FX4POA72

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/FX4POA72SV3ACA2KUW4XPSYOM7 \
  | 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: 2df8f703fa957601034aa5b977cb0e67dc77c61c1d7c4d49984cd31b88c4529e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85d8bd45647a729657caf88ee0a6841a788d9f37a5d2e1d656e4316169c4f3a4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2021-10-28T14:18:56Z",
    "title_canon_sha256": "a2176d87df6e9a987ba4931827b076b847054fae22445dcf1aef8b5f3d8ef050"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.15146",
    "kind": "arxiv",
    "version": 1
  }
}