Pith Number

pith:CMWYBGEZ

pith:2023:CMWYBGEZR45HVYWVDA2AOVL57X

not attested not anchored not stored refs pending

Kernelized Reinforcement Learning with Order Optimal Regret Bounds

Julia Olkhovskaya, Sattar Vakili

arxiv:2306.07745 v3 · 2023-06-13 · cs.LG · cs.AI · 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{CMWYBGEZR45HVYWVDA2AOVL57X}

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	2026-07-05T07:55:57.984082Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

132d8098998f3a7ae2d5183407557dfdd96c2fbd906d34dc585c6e805bd5f4e3

Aliases

arxiv: 2306.07745 · arxiv_version: 2306.07745v3 · doi: 10.48550/arxiv.2306.07745 · pith_short_12: CMWYBGEZR45H · pith_short_16: CMWYBGEZR45HVYWV · pith_short_8: CMWYBGEZ

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/CMWYBGEZR45HVYWVDA2AOVL57X \
  | 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: 132d8098998f3a7ae2d5183407557dfdd96c2fbd906d34dc585c6e805bd5f4e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a005b52e933829d959323b8a4015262644ddb5159fb8e01937a2c18173f4053b",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-13T13:01:42Z",
    "title_canon_sha256": "1c90f65c36258ed1f4ed71d64e6d15f6b0d4afedfbf5f6976088ce323c2ee0d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.07745",
    "kind": "arxiv",
    "version": 3
  }
}