Pith Number

pith:FPYVAZQ2

pith:2026:FPYVAZQ2RVXNGW4RSOPIPGKKNA

not attested not anchored not stored refs pending

Implementation of reinforcement learning in chemical reaction networks: application to phototaxis as curiosity-driven exploration

David Colliaux, Gr\'egoire Sergeant-Perthuis (LCQB-AG), Ruyi Tang

arxiv:2606.26168 v1 · 2026-06-24 · cs.LG · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FPYVAZQ2RVXNGW4RSOPIPGKKNA}

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	2026-06-26T00:15:28.368768Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2bf150661a8d6ed35b91939e87994a6802f2b6ade6471e273877b5d8e0e379b6

Aliases

arxiv: 2606.26168 · arxiv_version: 2606.26168v1 · doi: 10.48550/arxiv.2606.26168 · pith_short_12: FPYVAZQ2RVXN · pith_short_16: FPYVAZQ2RVXNGW4R · pith_short_8: FPYVAZQ2

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/FPYVAZQ2RVXNGW4RSOPIPGKKNA \
  | 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: 2bf150661a8d6ed35b91939e87994a6802f2b6ade6471e273877b5d8e0e379b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "405541ac5426cfb3cee5ba3dbe764e4cd8ef67c723101a628952eccd5429e53c",
    "cross_cats_sorted": [
      "q-bio.QM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-24T08:11:14Z",
    "title_canon_sha256": "3c3a23bdcd1b8a28ba0be2181c4a749fa4dec64cd087d39b76755c5027e7881f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.26168",
    "kind": "arxiv",
    "version": 1
  }
}