Pith Number

pith:K4V6ZRKO

pith:2026:K4V6ZRKOVFJSFFJMRB7KRQT3IH

not attested not anchored not stored refs pending

Offline Reinforcement Learning for Warehouse SLAM Throughput Control

Ken Meszaros, Kevin Tan, Mouhacine Benosman, Rajat Kumar, Tina Dongxu Li, Trevor Dardik

arxiv:2606.23978 v1 · 2026-06-22 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K4V6ZRKOVFJSFFJMRB7KRQT3IH}

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	2026-06-24T00:14:32.164206Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

572becc54ea95322952c887ea8c27b41d2924ae7b624c1d60bb21879695a6942

Aliases

arxiv: 2606.23978 · arxiv_version: 2606.23978v1 · doi: 10.48550/arxiv.2606.23978 · pith_short_12: K4V6ZRKOVFJS · pith_short_16: K4V6ZRKOVFJSFFJM · pith_short_8: K4V6ZRKO

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/K4V6ZRKOVFJSFFJMRB7KRQT3IH \
  | 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: 572becc54ea95322952c887ea8c27b41d2924ae7b624c1d60bb21879695a6942

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db672fec6c5bcabecdb34bceca0dc71143dba94959b7d0aa50359e8618dc3a30",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-22T22:10:06Z",
    "title_canon_sha256": "7fa867b90aa46e2e3baaeea3d6d2ade600539c181e8524c1250a02bf9a373770"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.23978",
    "kind": "arxiv",
    "version": 1
  }
}