Pith Number

pith:QRYYOXRY

pith:2024:QRYYOXRY65WE43VBRILDOBMNS3

not attested not anchored not stored refs pending

Approximate Thompson Sampling for Learning Linear Quadratic Regulators with $O(\sqrt{T})$ Regret

Gihun Kim, Insoon Yang, Jiwhan Park, Yeoneung Kim

arxiv:2405.19380 v2 · 2024-05-29 · stat.ML · cs.LG · cs.SY · eess.SY

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QRYYOXRY65WE43VBRILDOBMNS3}

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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

Isoperimetry is All We Need: Langevin Posterior Sampling for RL with Sublinear Regret

Receipt and verification

First computed	2026-07-05T11:11:32.307710Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8471875e38f76c4e6ea18a1637058d96dac2a43aad71aa46fabd5b7fc51f7038

Aliases

arxiv: 2405.19380 · arxiv_version: 2405.19380v2 · doi: 10.48550/arxiv.2405.19380 · pith_short_12: QRYYOXRY65WE · pith_short_16: QRYYOXRY65WE43VB · pith_short_8: QRYYOXRY

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/QRYYOXRY65WE43VBRILDOBMNS3 \
  | 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: 8471875e38f76c4e6ea18a1637058d96dac2a43aad71aa46fabd5b7fc51f7038

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d4bd9466d846681109353d350ca215f7bc292409bcd4a88d52c2478962171ae",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-05-29T03:24:56Z",
    "title_canon_sha256": "d684b96e0c8a41881d42211b3d48574f77dc1316c6d640985102292e83bc5a8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19380",
    "kind": "arxiv",
    "version": 2
  }
}