Pith Number

pith:AEM6PWRS

pith:2026:AEM6PWRSJFPDYVYFXNW2NB77IB

not attested not anchored not stored refs pending

HOBA: Hierarchical On-Policy Bidding Agents for Adaptive Online Advertising

Jinan Pang, Ji Wu, Wentao Bai, Wenzheng Shu, Xialong Liu, Yanxiang Zeng, Yunke Bai, Yunshan Peng

arxiv:2607.24779 v1 · 2026-06-17 · 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{AEM6PWRSJFPDYVYFXNW2NB77IB}

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.

Receipt and verification

First computed	2026-07-29T00:24:43.614024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0119e7da32495e3c5705bb6da687ff406578a62963d0011de3720ae18ddc572b

Aliases

arxiv: 2607.24779 · arxiv_version: 2607.24779v1 · doi: 10.48550/arxiv.2607.24779 · pith_short_12: AEM6PWRSJFPD · pith_short_16: AEM6PWRSJFPDYVYF · pith_short_8: AEM6PWRS

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/AEM6PWRSJFPDYVYFXNW2NB77IB \
  | 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: 0119e7da32495e3c5705bb6da687ff406578a62963d0011de3720ae18ddc572b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c787f5c810b2d3e68945a066c3ef94c9ada0fa4b80b7b05badabecc7809eabf",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-17T15:00:34Z",
    "title_canon_sha256": "a891a246f4e15b712604da50c3ae6daa9a5d559e3b631cb00ab65d87a1f6feb2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.24779",
    "kind": "arxiv",
    "version": 1
  }
}