Pith Number

pith:IVJJQV5Y

pith:2024:IVJJQV5YCFZTUQS4PWGCFIK34L

not attested not anchored not stored refs pending

Reinforcement Learning from Human Feedback with Active Queries

Jiafan He, Kaixuan Ji, Quanquan Gu

arxiv:2402.09401 v2 · 2024-02-14 · cs.LG · cs.AI · cs.CL · math.OC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IVJJQV5YCFZTUQS4PWGCFIK34L}

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.

Cited by

4 papers in Pith

Which Pairs to Compare for LLM Post-Training?

When Self-Belief Misleads: Active Label Acquisition for Reinforcement Learning with Verifiable Rewards

Test-Time Alignment via Hypothesis Reweighting

Reinforcement Learning from Human Feedback: A Statistical Perspective

Receipt and verification

First computed	2026-07-05T10:12:46.967421Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45529857b811733a425c7d8c22a15be2ff723a1cadc5c0c3cf3ad708b639b529

Aliases

arxiv: 2402.09401 · arxiv_version: 2402.09401v2 · doi: 10.48550/arxiv.2402.09401 · pith_short_12: IVJJQV5YCFZT · pith_short_16: IVJJQV5YCFZTUQS4 · pith_short_8: IVJJQV5Y

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/IVJJQV5YCFZTUQS4PWGCFIK34L \
  | 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: 45529857b811733a425c7d8c22a15be2ff723a1cadc5c0c3cf3ad708b639b529

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5ae9cec614829f3e204a06506c34d83ee4045a6f0aeb461bcb586723fe6e484",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-14T18:58:40Z",
    "title_canon_sha256": "d0e9a6f7133fa181cf45e59b06211bc8bb7b5c898bb17b92571ce92f95d77d7e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09401",
    "kind": "arxiv",
    "version": 2
  }
}