Pith Number

pith:U6CMOQLC

pith:2023:U6CMOQLC7E7LUG6FYR5VH242G2

not attested not anchored not stored refs pending

Using a Variational Autoencoder to Learn Valid Search Spaces of Safely Monitored Autonomous Robots for Last-Mile Delivery

Fuyuki Ishikawa, Paolo Arcaini, Peter J. Bentley, Soo Ling Lim

arxiv:2303.03211 v2 · 2023-03-06 · cs.NE · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U6CMOQLC7E7LUG6FYR5VH242G2}

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	2026-07-05T06:04:10.526849Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a784c74162f93eba1bc5c47b53eb9a36849778348f1412e0c5c009999e3b3eb2

Aliases

arxiv: 2303.03211 · arxiv_version: 2303.03211v2 · doi: 10.48550/arxiv.2303.03211 · pith_short_12: U6CMOQLC7E7L · pith_short_16: U6CMOQLC7E7LUG6F · pith_short_8: U6CMOQLC

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/U6CMOQLC7E7LUG6FYR5VH242G2 \
  | 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: a784c74162f93eba1bc5c47b53eb9a36849778348f1412e0c5c009999e3b3eb2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37a21a3d3bfa8395948a337d0c6f292e5050f23a8c4386f20cbdeee1eef65f47",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2023-03-06T15:13:35Z",
    "title_canon_sha256": "a4dc9cfa7c4cca8955a8c40d8d4e32edc18bd9a0684d5f8a4fddc72edc3b3097"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.03211",
    "kind": "arxiv",
    "version": 2
  }
}