Pith Number

pith:UVI2LD5P

pith:2019:UVI2LD5PXBEFM6I7XKCKANUL2Z

not attested not anchored not stored refs pending

Multi-Agent Image Classification via Reinforcement Learning

Hossein K. Mousavi, Martin Tak\'a\v{c}, Mohammadreza Nazari, Nader Motee

arxiv:1905.04835 v2 · 2019-05-13 · cs.LG · cs.CV · cs.MA · cs.RO · cs.SY · eess.SY · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UVI2LD5PXBEFM6I7XKCKANUL2Z}

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	2026-06-04T20:14:30.216591Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a551a58fafb84856791fba84a0368bd65657a088643ec57ceb8fe962249ddd29

Aliases

arxiv: 1905.04835 · arxiv_version: 1905.04835v2 · doi: 10.48550/arxiv.1905.04835 · pith_short_12: UVI2LD5PXBEF · pith_short_16: UVI2LD5PXBEFM6I7 · pith_short_8: UVI2LD5P

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/UVI2LD5PXBEFM6I7XKCKANUL2Z \
  | 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: a551a58fafb84856791fba84a0368bd65657a088643ec57ceb8fe962249ddd29

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba15b58c774e7555e552b2677811d9a0e46861649faeda96112d2279a1d6fecd",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.MA",
      "cs.RO",
      "cs.SY",
      "eess.SY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-13T02:24:19Z",
    "title_canon_sha256": "21211944c30afd956255b22c66b475ce910d7d517982887b1eae46a66eb97421"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.04835",
    "kind": "arxiv",
    "version": 2
  }
}