Pith Number

pith:LINENCOE

pith:2018:LINENCOETPNQYYBQEIJR35ROBN

not attested not anchored not stored refs pending

Variational Bayesian Reinforcement Learning with Regret Bounds

Brendan O'Donoghue

arxiv:1807.09647 v4 · 2018-07-25 · cs.LG · cs.AI · 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{LINENCOETPNQYYBQEIJR35ROBN}

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	2026-07-05T05:22:40.887222Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a1a4689c49bdb0c603022131df62e0b573a920678d143cfad5ef5c971493f38

Aliases

arxiv: 1807.09647 · arxiv_version: 1807.09647v4 · doi: 10.48550/arxiv.1807.09647 · pith_short_12: LINENCOETPNQ · pith_short_16: LINENCOETPNQYYBQ · pith_short_8: LINENCOE

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/LINENCOETPNQYYBQEIJR35ROBN \
  | 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: 5a1a4689c49bdb0c603022131df62e0b573a920678d143cfad5ef5c971493f38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19cb7888b2d068c2be135b8a3490d80b4505487dd5222f47dca4e8e3c8f43ce3",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-25T14:56:09Z",
    "title_canon_sha256": "dc88172380f76a4a2d390d4820c84956722c4ad7965c3726bf26cd65f2a78d8e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.09647",
    "kind": "arxiv",
    "version": 4
  }
}