Pith Number

pith:OAD4KUVS

pith:2025:OAD4KUVSJBTMLWSHHBTOPGDKBZ

not attested not anchored not stored refs pending

Dissecting Larval Zebrafish Hunting using Deep Reinforcement Learning Trained RNN Agents

Florian Engert, Kanaka Rajan, Nathan Wu, Raaghav Malik, Roy Harpaz, Satpreet H. Singh, Sonja Johnson-Yu

arxiv:2510.03699 v1 · 2025-10-04 · q-bio.NC · cs.AI · cs.LG · cs.NE · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OAD4KUVSJBTMLWSHHBTOPGDKBZ}

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	2026-06-12T01:09:14.954986Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7007c552b24866c5da473866e7986a0e5b9fd0b405f7b865e888b5ef85161806

Aliases

arxiv: 2510.03699 · arxiv_version: 2510.03699v1 · doi: 10.48550/arxiv.2510.03699 · pith_short_12: OAD4KUVSJBTM · pith_short_16: OAD4KUVSJBTMLWSH · pith_short_8: OAD4KUVS

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/OAD4KUVSJBTMLWSHHBTOPGDKBZ \
  | 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: 7007c552b24866c5da473866e7986a0e5b9fd0b405f7b865e888b5ef85161806

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01c998b73de674764948f10470db9a4bfc1bbd4e548e625e9a24b5d6cf013828",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NE",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "q-bio.NC",
    "submitted_at": "2025-10-04T06:40:32Z",
    "title_canon_sha256": "f403a6e524d30cb48214085693959ea34fc946890a6b74ecbedec776f927ee9d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.03699",
    "kind": "arxiv",
    "version": 1
  }
}