Pith Number

pith:JJZ6QIRE

pith:2019:JJZ6QIREIB734NBNWEWG5K2KUC

not attested not anchored not stored refs pending

Infer Your Enemies and Know Yourself, Learning in Real-Time Bidding with Partially Observable Opponents

Alexander I. Cowen-Rivers, Jun Wang, Manxing Du, Mats Brorsson, Phu Sakulwongtana, Radu State, Ying Wen

arxiv:1902.11212 v1 · 2019-02-28 · cs.GT · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JJZ6QIREIB734NBNWEWG5K2KUC}

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	2026-05-17T23:52:25.247427Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a73e82224407fbe342db12c6eab4aa0a88a02a8f4f1d44fc0c90f0599b23680

Aliases

arxiv: 1902.11212 · arxiv_version: 1902.11212v1 · doi: 10.48550/arxiv.1902.11212 · pith_short_12: JJZ6QIREIB73 · pith_short_16: JJZ6QIREIB734NBN · pith_short_8: JJZ6QIRE

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/JJZ6QIREIB734NBNWEWG5K2KUC \
  | 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: 4a73e82224407fbe342db12c6eab4aa0a88a02a8f4f1d44fc0c90f0599b23680

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e4873485636f75a029411dcf82b515d935bf75ace52d59d491820616d4524e4",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2019-02-28T16:52:14Z",
    "title_canon_sha256": "b90b896b6b45d2f42db48255a2502eb8839eecd5b708085ffdf9e21cd66c47d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.11212",
    "kind": "arxiv",
    "version": 1
  }
}