Pith Number

pith:HHJDJ43D

pith:2019:HHJDJ43DACN4U53ZYRTM3Y6QFD

not attested not anchored not stored refs pending

Worst-Case Regret Bounds for Exploration via Randomized Value Functions

Daniel Russo

arxiv:1906.02870 v3 · 2019-06-07 · cs.LG · cs.AI · cs.SY · eess.SY · 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{HHJDJ43DACN4U53ZYRTM3Y6QFD}

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.

Cited by

1 paper in Pith

Thompson Sampling in Online RLHF with General Function Approximation

Receipt and verification

First computed	2026-07-05T09:09:45.167859Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39d234f363009bca7779c466cde3d028db97d3ba32cf36891604cd65987e8bfa

Aliases

arxiv: 1906.02870 · arxiv_version: 1906.02870v3 · doi: 10.48550/arxiv.1906.02870 · pith_short_12: HHJDJ43DACN4 · pith_short_16: HHJDJ43DACN4U53Z · pith_short_8: HHJDJ43D

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/HHJDJ43DACN4U53ZYRTM3Y6QFD \
  | 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: 39d234f363009bca7779c466cde3d028db97d3ba32cf36891604cd65987e8bfa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b21611b07be5aefbe90569e95d23afb4d9be239e5224326ab5ba4589075c7f35",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "eess.SY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-07T02:36:00Z",
    "title_canon_sha256": "eacb05a1c07518a476f8a93f3846b3581c9d2ce5421a9b1b90d27cebd50bd1b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.02870",
    "kind": "arxiv",
    "version": 3
  }
}