Pith Number

pith:ELOBNZBE

pith:2026:ELOBNZBE2FNQFSBIGL2OWWBB22

not attested not anchored not stored refs pending

A3M: Adaptive, Adversarial and Multi-Objective Learning for Strategic Bidding in Repeated Auctions

Haoran Wang, Junhan Li, Minghao Chen, Yuxin Zhang

arxiv:2606.28943 v1 · 2026-06-27 · cs.CL · 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{ELOBNZBE2FNQFSBIGL2OWWBB22}

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	2026-06-30T01:17:46.627704Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

22dc16e424d15b02c82832f4eb5821d68711e66ac7b37c41594805b2be63f7b1

Aliases

arxiv: 2606.28943 · arxiv_version: 2606.28943v1 · doi: 10.48550/arxiv.2606.28943 · pith_short_12: ELOBNZBE2FNQ · pith_short_16: ELOBNZBE2FNQFSBI · pith_short_8: ELOBNZBE

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/ELOBNZBE2FNQFSBIGL2OWWBB22 \
  | 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: 22dc16e424d15b02c82832f4eb5821d68711e66ac7b37c41594805b2be63f7b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e66b9a6fda4825cb08dfa0141d84af0340fe020434d97a422388af38b079aef4",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-27T14:30:43Z",
    "title_canon_sha256": "68307b8ecefe465bb45b225c4d3ba18787a3c2a1306d7afc05c6c5918fdaec98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.28943",
    "kind": "arxiv",
    "version": 1
  }
}