Pith. sign in
Pith Number

pith:GFMK66JP

pith:2024:GFMK66JPUH2RF2S5PQ2GM5MHAS
not attested not anchored not stored refs pending

Adaptive Preference Scaling for Reinforcement Learning with Human Feedback

Alexander Bukharin, Haoming Jiang, Ilgee Hong, Tianbao Yang, Tuo Zhao, Yixiao Li, Zichong Li

arxiv:2406.02764 v1 · 2024-06-04 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{GFMK66JPUH2RF2S5PQ2GM5MHAS}

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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 2026-07-05T08:27:29.923688Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3158af792fa1f512ea5d7c3466758704aa7e10fde4212eedb5aff2e28534db79

Aliases

arxiv: 2406.02764 · arxiv_version: 2406.02764v1 · doi: 10.48550/arxiv.2406.02764 · pith_short_12: GFMK66JPUH2R · pith_short_16: GFMK66JPUH2RF2S5 · pith_short_8: GFMK66JP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GFMK66JPUH2RF2S5PQ2GM5MHAS \
  | 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: 3158af792fa1f512ea5d7c3466758704aa7e10fde4212eedb5aff2e28534db79
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "666ae616d30f90878b611a95d5b4010dad22ae135fd6641f5105a9566335c036",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-04T20:33:22Z",
    "title_canon_sha256": "a330995a3a659fc184b0c1e0110e7879b800519a0b1c82138d28f14d308dfded"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.02764",
    "kind": "arxiv",
    "version": 1
  }
}