Pith Number

pith:L35O5XZN

pith:2024:L35O5XZNRQX27XPGYRG3XFSU25

not attested not anchored not stored refs pending

Dual Active Learning for Reinforcement Learning from Human Feedback

Chengchun Shi, Pangpang Liu, Will Wei Sun

arxiv:2410.02504 v2 · 2024-10-03 · stat.ML · 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{L35O5XZNRQX27XPGYRG3XFSU25}

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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

6 papers in Pith

CurveRL: Principled Distribution-Aware Context Reweighting for LLM Reasoning

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

Learning Perturbations to Extrapolate Your LLM

Reinforcement Learning from Human Feedback: A Statistical Perspective

MASS-DPO: Multi-negative Active Sample Selection for Direct Policy Optimization

Receipt and verification

First computed	2026-07-05T09:55:34.988059Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5efaeedf2d8c2fafdde6c44dbb9654d77006511faa231d4ee83ab156fcb93909

Aliases

arxiv: 2410.02504 · arxiv_version: 2410.02504v2 · doi: 10.48550/arxiv.2410.02504 · pith_short_12: L35O5XZNRQX2 · pith_short_16: L35O5XZNRQX27XPG · pith_short_8: L35O5XZN

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/L35O5XZNRQX27XPGYRG3XFSU25 \
  | 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: 5efaeedf2d8c2fafdde6c44dbb9654d77006511faa231d4ee83ab156fcb93909

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e36326ce0e10a31931f2290983b980c5511bff49166f63ae6cd3aacbe554fe95",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-10-03T14:09:58Z",
    "title_canon_sha256": "596627a9f5029e1a483ff50cbfaa8023bd02a50a694a05bf09636f77ff18738d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02504",
    "kind": "arxiv",
    "version": 2
  }
}