Pith Number

pith:EKOOWMWD

pith:2025:EKOOWMWDXP5RJ2QZ65YUYFOWFH

not attested not anchored not stored refs pending

CueLearner: Bootstrapping and local policy adaptation from relative feedback

Andrei Cramariuc, Giulio Schiavi, Lionel Ott, Roland Siegwart

arxiv:2507.04730 v1 · 2025-07-07 · cs.RO · 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{EKOOWMWDXP5RJ2QZ65YUYFOWFH}

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	2026-07-05T11:32:52.858101Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

229ceb32c3bbfb14ea19f7714c15d629f1a9718feede7300cb19c39cb2692263

Aliases

arxiv: 2507.04730 · arxiv_version: 2507.04730v1 · doi: 10.48550/arxiv.2507.04730 · pith_short_12: EKOOWMWDXP5R · pith_short_16: EKOOWMWDXP5RJ2QZ · pith_short_8: EKOOWMWD

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/EKOOWMWDXP5RJ2QZ65YUYFOWFH \
  | 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: 229ceb32c3bbfb14ea19f7714c15d629f1a9718feede7300cb19c39cb2692263

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6943f1463a809ff40fadddfd6af8c5536ce77c04a0af04a9e031100872a0af8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-07-07T07:54:28Z",
    "title_canon_sha256": "86b9f02c3a7906eb00c97dbd4c19508dcfc573f0806418cd898a1e74f39f7519"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.04730",
    "kind": "arxiv",
    "version": 1
  }
}