Pith Number

pith:MQP3WJER

pith:2011:MQP3WJER4JE2AJXIMG4SX6FJFH

not attested not anchored not stored refs pending

Robust Bayesian reinforcement learning through tight lower bounds

Christos Dimitrakakis

arxiv:1106.3651 v2 · 2011-06-18 · 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{MQP3WJER4JE2AJXIMG4SX6FJFH}

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	2026-05-18T04:08:33.490549Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

641fbb2491e249a026e861b92bf8a929fc0e45a50ce4ff0b2c18fe9c38310181

Aliases

arxiv: 1106.3651 · arxiv_version: 1106.3651v2 · doi: 10.48550/arxiv.1106.3651 · pith_short_12: MQP3WJER4JE2 · pith_short_16: MQP3WJER4JE2AJXI · pith_short_8: MQP3WJER

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/MQP3WJER4JE2AJXIMG4SX6FJFH \
  | 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: 641fbb2491e249a026e861b92bf8a929fc0e45a50ce4ff0b2c18fe9c38310181

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61b21ccdb4141583d1614136dd9cfb7ea610b46d4544a1406d050389efef51d7",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2011-06-18T14:39:58Z",
    "title_canon_sha256": "ac5dcbab032ca5b24af5e27a8bdf61ce194ed345e6d6382a6086b3b1157ce80d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1106.3651",
    "kind": "arxiv",
    "version": 2
  }
}