Pith Number

pith:RBSUXSCJ

pith:2025:RBSUXSCJXL73WQ2HRJTBRHQIDE

not attested not anchored not stored refs pending

Learning Upper Lower Value Envelopes to Shape Online RL: A Principled Approach

H\'el\`ene Halconruy, Sebastian Reboul

arxiv:2510.19528 v2 · 2025-10-22 · stat.ML · cs.LG · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RBSUXSCJXL73WQ2HRJTBRHQIDE}

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	2026-06-19T16:10:31.625650Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

88654bc849baffbb43478a66189e081915e047f55c3aff977e3796926d19e450

Aliases

arxiv: 2510.19528 · arxiv_version: 2510.19528v2 · doi: 10.48550/arxiv.2510.19528 · pith_short_12: RBSUXSCJXL73 · pith_short_16: RBSUXSCJXL73WQ2H · pith_short_8: RBSUXSCJ

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/RBSUXSCJXL73WQ2HRJTBRHQIDE \
  | 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: 88654bc849baffbb43478a66189e081915e047f55c3aff977e3796926d19e450

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d9c580bc9844adeea7f75bbdc3a504976441dbac3bbfdb8427b8811d6be1b7c6",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-10-22T12:32:52Z",
    "title_canon_sha256": "3a134c69e2bc24e7c82e00890311018cfacc8e599e284bde24075a138d4c0f4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.19528",
    "kind": "arxiv",
    "version": 2
  }
}