Pith Number

pith:JYGICH64

pith:2024:JYGICH644BZESPCTL7PYFIGSOV

not attested not anchored not stored refs pending

Reinforced In-Context Black-Box Optimization

Chao Qian, Chenxiao Gao, Chenyang Wu, Dong Li, Jianye Hao, Ke Xue, Lei Song, Zongzhang Zhang

arxiv:2402.17423 v3 · 2024-02-27 · cs.LG · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JYGICH644BZESPCTL7PYFIGSOV}

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

3 papers in Pith

Efficient Adaptive Data Acquisition via Pretrained Belief Representations

SemanticOpt: Towards LLM-Based Semantic Black-Box Optimization

In-Context Multi-Objective Optimization

Receipt and verification

First computed	2026-07-05T09:29:26.478081Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e0c811fdce072493c535fdf82a0d2755ee1a69cf8e93fd5ce88e2c39c142e3f

Aliases

arxiv: 2402.17423 · arxiv_version: 2402.17423v3 · doi: 10.48550/arxiv.2402.17423 · pith_short_12: JYGICH644BZE · pith_short_16: JYGICH644BZESPCT · pith_short_8: JYGICH64

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/JYGICH644BZESPCTL7PYFIGSOV \
  | 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: 4e0c811fdce072493c535fdf82a0d2755ee1a69cf8e93fd5ce88e2c39c142e3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f46c5b334fca206f32819315d623246c70eb65b0fd24a1aa2ea3f0d8a83b6bbd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-27T11:32:14Z",
    "title_canon_sha256": "cb7a42e841f81ddacfb16c5992576a150dd65cb5d3f13ba822ed90e458cd8cbb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.17423",
    "kind": "arxiv",
    "version": 3
  }
}