Pith Number

pith:FZGJFDIM

pith:2024:FZGJFDIMHFDON4T4LGI5BFI523

not attested not anchored not stored refs pending

Robust Reinforcement Learning from Corrupted Human Feedback

Alexander Bukharin, Haoming Jiang, Ilgee Hong, Qingru Zhang, Tuo Zhao, Zichong Li, Zixuan Zhang

arxiv:2406.15568 v2 · 2024-06-21 · 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{FZGJFDIMHFDON4T4LGI5BFI523}

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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.

Cited by

1 paper in Pith

A Unified Theoretical Analysis of Private and Robust Offline Alignment: from RLHF to DPO

Receipt and verification

First computed	2026-07-05T08:41:45.856370Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e4c928d0c3946e6f27c5991d0951dd6dee40f8f906c9c31d7c3b986e678d589

Aliases

arxiv: 2406.15568 · arxiv_version: 2406.15568v2 · doi: 10.48550/arxiv.2406.15568 · pith_short_12: FZGJFDIMHFDO · pith_short_16: FZGJFDIMHFDON4T4 · pith_short_8: FZGJFDIM

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/FZGJFDIMHFDON4T4LGI5BFI523 \
  | 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: 2e4c928d0c3946e6f27c5991d0951dd6dee40f8f906c9c31d7c3b986e678d589

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9029ef5b42a5f4e875cad6c8dc2f9944099102f216e0d7cab3ccfcfe762088be",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-21T18:06:30Z",
    "title_canon_sha256": "4dc639ba0cde351e1ccde57a18ec3d9e0cf4d66187a456d3b6aef028ddff044d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.15568",
    "kind": "arxiv",
    "version": 2
  }
}