Pith Number

pith:RQA2VZUV

pith:2023:RQA2VZUVE4W4456VCHC5Q4RGDE

not attested not anchored not stored refs pending

Tight Memory-Regret Lower Bounds for Streaming Bandits

Junhao Wang, Lan Zhang, Shaoang Li, Xiang-Yang Li

arxiv:2306.07903 v1 · 2023-06-13 · 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{RQA2VZUVE4W4456VCHC5Q4RGDE}

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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.

Cited by

1 paper in Pith

Nearly Tight Bounds for Exploration in Streaming Multi-armed Bandits with Known Optimality Gap

Receipt and verification

First computed	2026-07-05T06:20:10.480702Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c01aae695272dce77d511c5d872261927693904e00113b8d898a247151e4ac4

Aliases

arxiv: 2306.07903 · arxiv_version: 2306.07903v1 · doi: 10.48550/arxiv.2306.07903 · pith_short_12: RQA2VZUVE4W4 · pith_short_16: RQA2VZUVE4W4456V · pith_short_8: RQA2VZUV

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/RQA2VZUVE4W4456VCHC5Q4RGDE \
  | 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: 8c01aae695272dce77d511c5d872261927693904e00113b8d898a247151e4ac4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "97a87a4c6641c91d388c692478b08e588e9f1afd8e1d97fc8a5f6d13cf0223cb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-13T16:54:13Z",
    "title_canon_sha256": "53e4e8dc215d8649ca70e39347e5698db40faee8a76283e43844f0a1c576dccc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.07903",
    "kind": "arxiv",
    "version": 1
  }
}