Pith Number

pith:BH6LVX2N

pith:2026:BH6LVX2N4XF7PMYCSTVLDQSCKA

not attested not anchored not stored refs pending

Non-Asymptotic Best Policy Identification Guarantees in Online Reinforcement Learning

Aldo Pacchiano, Alessio Russo, Joseph Lazzaro

arxiv:2607.17201 v1 · 2026-07-19 · stat.ML · 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{BH6LVX2N4XF7PMYCSTVLDQSCKA}

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	2026-07-21T01:21:20.678642Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09fcbadf4de5cbf7b30294eab1c242502f0e9baffa39cbc89165ce6b2a7fec5c

Aliases

arxiv: 2607.17201 · arxiv_version: 2607.17201v1 · doi: 10.48550/arxiv.2607.17201 · pith_short_12: BH6LVX2N4XF7 · pith_short_16: BH6LVX2N4XF7PMYC · pith_short_8: BH6LVX2N

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/BH6LVX2N4XF7PMYCSTVLDQSCKA \
  | 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: 09fcbadf4de5cbf7b30294eab1c242502f0e9baffa39cbc89165ce6b2a7fec5c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a73fde28e97b27eed4138e3dbe67ecb3e05cf82c9d4a7547d1156f0d47cd66bd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-07-19T11:48:09Z",
    "title_canon_sha256": "3c400aae5a8665b07bd8f035ad13f6639fc784da90b6b54c0ac017939b6f4ff3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.17201",
    "kind": "arxiv",
    "version": 1
  }
}