Pith Number

pith:LGLZBBSU

pith:2024:LGLZBBSUS26O6CMRN7KSPLUTQN

not attested not anchored not stored refs pending

Dense Reward for Free in Reinforcement Learning from Human Feedback

Alex J. Chan, Hao Sun, Mihaela van der Schaar, Samuel Holt

arxiv:2402.00782 v1 · 2024-02-01 · 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{LGLZBBSUS26O6CMRN7KSPLUTQN}

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

8 papers in Pith

Dense Reward for Multi-View 3D Reasoning with Global Maps and Local Views

BALTO: Balanced Token-Level Policy Optimization for Hallucination Mitigation

Multi-Rollout On-Policy Distillation via Peer Successes and Failures

Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents

Multi-Rollout On-Policy Distillation via Peer Successes and Failures

Receipt and verification

First computed	2026-07-05T07:40:17.617458Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

599790865496bcef09916fd527ae93834a13dd979fa74d0381c661ec02bd9943

Aliases

arxiv: 2402.00782 · arxiv_version: 2402.00782v1 · doi: 10.48550/arxiv.2402.00782 · pith_short_12: LGLZBBSUS26O · pith_short_16: LGLZBBSUS26O6CMR · pith_short_8: LGLZBBSU

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/LGLZBBSUS26O6CMRN7KSPLUTQN \
  | 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: 599790865496bcef09916fd527ae93834a13dd979fa74d0381c661ec02bd9943

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f46cf919706d875f4480a757a35e23fa7b95da7e7cfda3053abede483922f4ba",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-01T17:10:35Z",
    "title_canon_sha256": "2163f390390ba469ea48dc253268f9d39b104ad277229e9583fcfd6feff9c179"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.00782",
    "kind": "arxiv",
    "version": 1
  }
}