Pith Number

pith:OV2CHQL6

pith:2026:OV2CHQL6DDPIO7LWRQIYNG3LDN

not attested not anchored not stored refs pending

Variance-Adaptive Optimal Algorithm for Reinforcement Learning with Multinomial Logit Function Approximation

Assaf Zeevi, Garud Iyengar, Min-hwan Oh, Wonyoung Kim

arxiv:2605.28364 v1 · 2026-05-27 · 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{OV2CHQL6DDPIO7LWRQIYNG3LDN}

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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	2026-05-28T01:05:16.019049Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

757423c17e18de877d768c11869b6b1b7edb758b72a669de2a7391613aa1689c

Aliases

arxiv: 2605.28364 · arxiv_version: 2605.28364v1 · doi: 10.48550/arxiv.2605.28364 · pith_short_12: OV2CHQL6DDPI · pith_short_16: OV2CHQL6DDPIO7LW · pith_short_8: OV2CHQL6

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/OV2CHQL6DDPIO7LWRQIYNG3LDN \
  | 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: 757423c17e18de877d768c11869b6b1b7edb758b72a669de2a7391613aa1689c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "287b4301e761ce2ec49d1b15a5f2a34a6675062bdf27bd0d4a5b62089c44c7e4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-05-27T11:59:26Z",
    "title_canon_sha256": "87c3a71495184d0cd886f9918546912c5e5c242035c2cd2b16f4edce688ced1f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.28364",
    "kind": "arxiv",
    "version": 1
  }
}