Pith Number

pith:3VQXBVCE

pith:2022:3VQXBVCEVFRWPRG63RBVNCXNTZ

not attested not anchored not stored refs pending

Disentangling Epistemic and Aleatoric Uncertainty in Reinforcement Learning

Bertrand Charpentier, Mykel Kochenderfer, Ransalu Senanayake, Stephan G\"unnemann

arxiv:2206.01558 v1 · 2022-06-03 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3VQXBVCEVFRWPRG63RBVNCXNTZ}

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

2 papers in Pith

On the QUEST for Uncertainty Quantification via Highest Density Regions

Epistemic Uncertainty for Test-Time Discovery

Receipt and verification

First computed	2026-07-05T04:28:49.017506Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd6170d444a96367c4dedc43568aed9e7d8efcc2385eb9577723a894ecd9a766

Aliases

arxiv: 2206.01558 · arxiv_version: 2206.01558v1 · doi: 10.48550/arxiv.2206.01558 · pith_short_12: 3VQXBVCEVFRW · pith_short_16: 3VQXBVCEVFRWPRG6 · pith_short_8: 3VQXBVCE

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/3VQXBVCEVFRWPRG63RBVNCXNTZ \
  | 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: dd6170d444a96367c4dedc43568aed9e7d8efcc2385eb9577723a894ecd9a766

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f70bac6c8bcc64549f69266beeadf5d91922b277269da194c1f2e67fba963722",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-03T13:20:16Z",
    "title_canon_sha256": "77f59e7d1fb193e19dafdbed7e7e5915fe75b47d2569b84d36f6a879dcb9093f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.01558",
    "kind": "arxiv",
    "version": 1
  }
}