Pith Number

pith:I4KLOMXR

pith:2026:I4KLOMXROJTHCOF5ADEDYWLCHG

not attested not anchored not stored refs pending

Quantile of Means: A Bonus-Free Ensemble Method for Minimax Optimal Reinforcement Learning

Asaf Cassel, Aviv Rosenberg

arxiv:2606.20107 v1 · 2026-06-18 · 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{I4KLOMXROJTHCOF5ADEDYWLCHG}

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	2026-06-19T16:13:03.029412Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4714b732f172667138bd00c83c5962398b2a587073638e41d5aad499c4973e9e

Aliases

arxiv: 2606.20107 · arxiv_version: 2606.20107v1 · doi: 10.48550/arxiv.2606.20107 · pith_short_12: I4KLOMXROJTH · pith_short_16: I4KLOMXROJTHCOF5 · pith_short_8: I4KLOMXR

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/I4KLOMXROJTHCOF5ADEDYWLCHG \
  | 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: 4714b732f172667138bd00c83c5962398b2a587073638e41d5aad499c4973e9e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29d6dbb7f94f5463bbaffd7373c526550bf581857b3aab1451363c7b7fc86e30",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-18T11:30:59Z",
    "title_canon_sha256": "c271ca1865192bcfa6acbd4c40f5b7c20d720eb5072eb3b4e05043d693d73dd9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.20107",
    "kind": "arxiv",
    "version": 1
  }
}