Pith Number

pith:R4MVEJNU

pith:2023:R4MVEJNUWTAUIZ6WMFODF3BMY3

not attested not anchored not stored refs pending

Optimistic Active Exploration of Dynamical Systems

Andreas Krause, Bhavya Sukhija, Cansu Sancaktar, Lenart Treven, Sebastian Blaes, Stelian Coros

arxiv:2306.12371 v2 · 2023-06-21 · cs.LG · cs.RO · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R4MVEJNUWTAUIZ6WMFODF3BMY3}

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

1 paper in Pith

UBP2: Uncertainty-Balanced Preference Planning for Efficient Preference-based Reinforcement Learning

Receipt and verification

First computed	2026-07-05T07:06:30.519469Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f195225b4b4c14467d6615c32ec2cc6ea2a37d31fcdb66263f77cb1852134c2

Aliases

arxiv: 2306.12371 · arxiv_version: 2306.12371v2 · doi: 10.48550/arxiv.2306.12371 · pith_short_12: R4MVEJNUWTAU · pith_short_16: R4MVEJNUWTAUIZ6W · pith_short_8: R4MVEJNU

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/R4MVEJNUWTAUIZ6WMFODF3BMY3 \
  | 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: 8f195225b4b4c14467d6615c32ec2cc6ea2a37d31fcdb66263f77cb1852134c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f306413fdc98cad945ae63bd2b7e530a6ca5151fc0fc89a1cf28f80c1def0a5",
    "cross_cats_sorted": [
      "cs.RO",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-21T16:26:59Z",
    "title_canon_sha256": "8c411269a6162703baa122102e03f4ed13f439e7111cd54df9feb7e3dbd47bb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.12371",
    "kind": "arxiv",
    "version": 2
  }
}