pith. sign in
Pith Number

pith:KZBY3CBX

pith:2019:KZBY3CBXIEJ2JS265IJAI4PF2D
not attested not anchored not stored refs pending

VRLS: A Unified Reinforcement Learning Scheduler for Vehicle-to-Vehicle Communications

Adam Wolisz, Mate Boban, Ramin Khalili, Taylan \c{S}ahin

arxiv:1907.09319 v1 · 2019-07-22 · cs.NI · cs.AI · cs.IT · cs.LG · math.IT

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{KZBY3CBXIEJ2JS265IJAI4PF2D}

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 2026-05-17T23:39:59.497330Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

56438d88374113a4cb5eea120471e5d0cbb263bbc19dd08f204088d74965785d

Aliases

arxiv: 1907.09319 · arxiv_version: 1907.09319v1 · doi: 10.48550/arxiv.1907.09319 · pith_short_12: KZBY3CBXIEJ2 · pith_short_16: KZBY3CBXIEJ2JS26 · pith_short_8: KZBY3CBX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KZBY3CBXIEJ2JS265IJAI4PF2D \
  | 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: 56438d88374113a4cb5eea120471e5d0cbb263bbc19dd08f204088d74965785d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4a655df5fcadb517679a9de96599f59064055a0d726989abb7893a27eda208b9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IT",
      "cs.LG",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2019-07-22T13:42:51Z",
    "title_canon_sha256": "82d38283ff6206f69dd7865837e628d686b7b5890a1b7338b05fd622b734270e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.09319",
    "kind": "arxiv",
    "version": 1
  }
}