Pith Number

pith:AE7DEZIO

pith:2023:AE7DEZIOIYLCU5CN67PLWTOO6S

not attested not anchored not stored refs pending

Bridging Active Exploration and Uncertainty-Aware Deployment Using Probabilistic Ensemble Neural Network Dynamics

Beomsu Kim, Jungwi Mun, Junwon Seo, Seongil Hong, Taekyung Kim

arxiv:2305.12240 v2 · 2023-05-20 · cs.RO · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AE7DEZIOIYLCU5CN67PLWTOO6S}

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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

Multistep Belief Space Dynamics Learning For Risk-Aware Control

Receipt and verification

First computed	2026-07-05T06:14:42.973116Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

013e32650e46162a744df7debb4dcef48cc85600c68ed0a0eae4829e9582c783

Aliases

arxiv: 2305.12240 · arxiv_version: 2305.12240v2 · doi: 10.48550/arxiv.2305.12240 · pith_short_12: AE7DEZIOIYLC · pith_short_16: AE7DEZIOIYLCU5CN · pith_short_8: AE7DEZIO

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/AE7DEZIOIYLCU5CN67PLWTOO6S \
  | 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: 013e32650e46162a744df7debb4dcef48cc85600c68ed0a0eae4829e9582c783

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3625ddca8e02f094215c1114ff1447237937b4f00311635f98d93f309c4e82e3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2023-05-20T17:20:12Z",
    "title_canon_sha256": "7827815992724392e80cb96f32fa8c173be65f5162455968f5e197fae12091ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.12240",
    "kind": "arxiv",
    "version": 2
  }
}