Pith Number

pith:NUGHDQOT

pith:2025:NUGHDQOTKGZX4A5ARCFCXU4EE7

not attested not anchored not stored refs pending

Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning

Elizabeth Daly, Ivana Dusparic, James McCarthy, Radu Marinescu

arxiv:2507.08793 v2 · 2025-07-11 · cs.LG · 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{NUGHDQOTKGZX4A5ARCFCXU4EE7}

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	2026-07-05T12:00:04.073108Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d0c71c1d351b37e03a0888a2bd38427f3e70e7aedffa5eea1d5553526d4f188

Aliases

arxiv: 2507.08793 · arxiv_version: 2507.08793v2 · doi: 10.48550/arxiv.2507.08793 · pith_short_12: NUGHDQOTKGZX · pith_short_16: NUGHDQOTKGZX4A5A · pith_short_8: NUGHDQOT

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/NUGHDQOTKGZX4A5ARCFCXU4EE7 \
  | 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: 6d0c71c1d351b37e03a0888a2bd38427f3e70e7aedffa5eea1d5553526d4f188

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "536886091cdf77179494322c7185369317d3af04750fda599a7681418151967f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-11T17:54:54Z",
    "title_canon_sha256": "dc89cde79e4fb3a6e0bf515a841f6e09537dc0bf95cc93b2f0c8ca1d53a75652"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08793",
    "kind": "arxiv",
    "version": 2
  }
}