pith. sign in
Pith Number

pith:VB7VILUF

pith:2022:VB7VILUFP66A3DDPPZP5ACELUB
not attested not anchored not stored refs pending

Automating the resolution of flight conflicts: Deep reinforcement learning in service of air traffic controllers

Alevizos Bastas, George Papadopoulos, George Vouros, Jose Manuel Cordero, Ruben Rodrigez Rodrigez

arxiv:2206.07403 v1 · 2022-06-15 · cs.MA · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VB7VILUFP66A3DDPPZP5ACELUB}

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 2026-07-05T04:32:04.260866Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a87f542e857fbc0d8c6f7e5fd0088ba04a10587a2e7df4c56831a07457f73bc1

Aliases

arxiv: 2206.07403 · arxiv_version: 2206.07403v1 · doi: 10.48550/arxiv.2206.07403 · pith_short_12: VB7VILUFP66A · pith_short_16: VB7VILUFP66A3DDP · pith_short_8: VB7VILUF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VB7VILUFP66A3DDPPZP5ACELUB \
  | 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: a87f542e857fbc0d8c6f7e5fd0088ba04a10587a2e7df4c56831a07457f73bc1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "19b171da9265fcd08a7187d2cb5457bf6d8862d8baf672845af73f99377c6350",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2022-06-15T09:06:58Z",
    "title_canon_sha256": "c9fc05f093258c9b1c7781befb00a3d332b125178b7748ee9fd20948da7f8bc3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.07403",
    "kind": "arxiv",
    "version": 1
  }
}