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Pith Number

pith:JOK6TUPJ

pith:2025:JOK6TUPJEIWHVFXJLX6KZAMXQT
not attested not anchored not stored refs pending

Uncertainty-aware Reward Design Process

Bosong Ding, Miao Xin, Xiaolu Zhou, Yang Yang

arxiv:2507.02256 v1 · 2025-07-03 · cs.LG · cs.RO

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JOK6TUPJEIWHVFXJLX6KZAMXQT}

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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 2026-07-05T11:31:14.627853Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4b95e9d1e9222c7a96e95dfcac819784da1ecf22f5c90b3b5af58658ed89dae8

Aliases

arxiv: 2507.02256 · arxiv_version: 2507.02256v1 · doi: 10.48550/arxiv.2507.02256 · pith_short_12: JOK6TUPJEIWH · pith_short_16: JOK6TUPJEIWHVFXJ · pith_short_8: JOK6TUPJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JOK6TUPJEIWHVFXJLX6KZAMXQT \
  | 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: 4b95e9d1e9222c7a96e95dfcac819784da1ecf22f5c90b3b5af58658ed89dae8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7baa668a7fb7b4a26d36458f07b16ebfd23ba1a7728611fe1b5d92eb1e0e0b7b",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-03T03:09:17Z",
    "title_canon_sha256": "63f16b25ccb45e8f6e3f7ad5b9dafb8858feb1ac88b3441567e8d6e21b1aeaff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.02256",
    "kind": "arxiv",
    "version": 1
  }
}