Pith Number

pith:HQLCHOVN

pith:2023:HQLCHOVN43U74WOSSMVCA67S6O

not attested not anchored not stored refs pending

Efficient Exploration in Continuous-time Model-based Reinforcement Learning

Andreas Krause, Bhavya Sukhija, Florian D\"orfler, Jonas H\"ubotter, Lenart Treven

arxiv:2310.19848 v1 · 2023-10-30 · cs.LG · cs.RO · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HQLCHOVN43U74WOSSMVCA67S6O}

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	2026-07-05T07:07:20.293791Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c1623baade6e9fe59d2932a207bf2f392da76c86a02aae8213b2a9646fd12ac

Aliases

arxiv: 2310.19848 · arxiv_version: 2310.19848v1 · doi: 10.48550/arxiv.2310.19848 · pith_short_12: HQLCHOVN43U7 · pith_short_16: HQLCHOVN43U74WOS · pith_short_8: HQLCHOVN

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/HQLCHOVN43U74WOSSMVCA67S6O \
  | 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: 3c1623baade6e9fe59d2932a207bf2f392da76c86a02aae8213b2a9646fd12ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5d31b0a41dd9ff596e99c86032cc15ecfe22873ce17fc65a95dd258b375103b",
    "cross_cats_sorted": [
      "cs.RO",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-30T15:04:40Z",
    "title_canon_sha256": "41e36d5ec0ea96046c58812a01706442697740db3e0e4c5d24b8594d574eddbc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.19848",
    "kind": "arxiv",
    "version": 1
  }
}