Pith Number

pith:OB6QXQEW

pith:2026:OB6QXQEW7RJ3UYOR5MRV5KP6JZ

not attested not anchored not stored refs pending

Theoretical Foundations of $\max$@$k$ Reinforcement Learning

Andrea Celli, Martino Bernasconi, Riccardo Poiani

arxiv:2607.17823 v1 · 2026-07-20 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OB6QXQEW7RJ3UYOR5MRV5KP6JZ}

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	2026-07-21T02:22:02.098277Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

707d0bc096fc53ba61d1eb235ea9fe4e7febbfa0ea194446b98a1455cd0d722f

Aliases

arxiv: 2607.17823 · arxiv_version: 2607.17823v1 · doi: 10.48550/arxiv.2607.17823 · pith_short_12: OB6QXQEW7RJ3 · pith_short_16: OB6QXQEW7RJ3UYOR · pith_short_8: OB6QXQEW

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/OB6QXQEW7RJ3UYOR5MRV5KP6JZ \
  | 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: 707d0bc096fc53ba61d1eb235ea9fe4e7febbfa0ea194446b98a1455cd0d722f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "863fffa505966f87b7385c9586f149032093a8325b4e26011249a06c60f48c42",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-20T11:11:55Z",
    "title_canon_sha256": "68f92077a7114653fdc1188e9cd96252179e9009d99d6543ab4157a0de65f140"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.17823",
    "kind": "arxiv",
    "version": 1
  }
}