Pith Number

pith:BZ2CVEW7

pith:2018:BZ2CVEW7UTXDWZGLAQV3CNAXAR

not attested not anchored not stored refs pending

Combining Model-Free Q-Ensembles and Model-Based Approaches for Informed Exploration

Carolyn Penstein Ros\'e, Katia Sycara, Raghuram Mandyam Annasamy, Sreecharan Sankaranarayanan

arxiv:1806.04552 v1 · 2018-06-12 · cs.LG · cs.AI · cs.CV · cs.NE · 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{BZ2CVEW7UTXDWZGLAQV3CNAXAR}

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	2026-05-18T00:13:33.418084Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e742a92dfa4ee3b64cb042bb13417045326c6c0adce3d4e4649b0ba0f55a0a2

Aliases

arxiv: 1806.04552 · arxiv_version: 1806.04552v1 · doi: 10.48550/arxiv.1806.04552 · pith_short_12: BZ2CVEW7UTXD · pith_short_16: BZ2CVEW7UTXDWZGL · pith_short_8: BZ2CVEW7

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/BZ2CVEW7UTXDWZGLAQV3CNAXAR \
  | 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: 0e742a92dfa4ee3b64cb042bb13417045326c6c0adce3d4e4649b0ba0f55a0a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0661e2c56b4b62258a4065d2effa29818e2ccc2ff0ede4e7ae283c4832ef148",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-06-12T14:24:02Z",
    "title_canon_sha256": "4ae1824abbcb9daf9d4f5b2460aa524c2575e3c38c3ec12a9e7b01314ffc39ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.04552",
    "kind": "arxiv",
    "version": 1
  }
}