Pith Number

pith:X72LVRBD

pith:2026:X72LVRBD5YMIAQFCBQ43PGKKYO

not attested not anchored not stored refs pending

Tree-Guided Identify-Then-Exploit: A Unified Framework of Best Arm Identification and Regret Minimization for Dueling Bandits

Pu Wang, Yao-Xiang Ding

arxiv:2606.01799 v1 · 2026-06-01 · cs.LG · 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{X72LVRBD5YMIAQFCBQ43PGKKYO}

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	2026-06-02T02:04:57.126744Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bff4bac423ee188040a20c39b7994ac38f6d1aeb3d5a5452737f2069b4f2426a

Aliases

arxiv: 2606.01799 · arxiv_version: 2606.01799v1 · doi: 10.48550/arxiv.2606.01799 · pith_short_12: X72LVRBD5YMI · pith_short_16: X72LVRBD5YMIAQFC · pith_short_8: X72LVRBD

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/X72LVRBD5YMIAQFCBQ43PGKKYO \
  | 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: bff4bac423ee188040a20c39b7994ac38f6d1aeb3d5a5452737f2069b4f2426a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1308612235d372079a94ec42ccac7ac7d71da4c719ba3f24367fb067598a257",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-01T07:17:49Z",
    "title_canon_sha256": "8b6f30f1c980509e2e60b8cf24f0da873572329becff2ed8ff37cdecc53e6290"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.01799",
    "kind": "arxiv",
    "version": 1
  }
}