Pith Number

pith:UFCYHPY7

pith:2024:UFCYHPY7SZDWNG4DQYX6VIMOLY

not attested not anchored not stored refs pending

From Reward Shaping to Q-Shaping: Achieving Unbiased Learning with LLM-Guided Knowledge

Xiefeng Wu

arxiv:2410.01458 v1 · 2024-10-02 · cs.AI · 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{UFCYHPY7SZDWNG4DQYX6VIMOLY}

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

1 paper in Pith

Where You Go is Who You Are: Behavioral Theory-Guided LLMs for Inverse Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:14:48.258510Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a14583bf1f9647669b83862feaa18e5e13f9c11e3382a264a785b5de41bf3ad4

Aliases

arxiv: 2410.01458 · arxiv_version: 2410.01458v1 · doi: 10.48550/arxiv.2410.01458 · pith_short_12: UFCYHPY7SZDW · pith_short_16: UFCYHPY7SZDWNG4D · pith_short_8: UFCYHPY7

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/UFCYHPY7SZDWNG4DQYX6VIMOLY \
  | 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: a14583bf1f9647669b83862feaa18e5e13f9c11e3382a264a785b5de41bf3ad4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7009807d6e787e95b69ed3365132c51c6ac066c3b5235c4b3c585d90cf9201e9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-02T12:10:07Z",
    "title_canon_sha256": "c95cbb58a4e0b499d971998965129ee65dc3e96617bf58a613381ba7e3490b06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01458",
    "kind": "arxiv",
    "version": 1
  }
}