Pith Number

pith:KWBY35FC

pith:2019:KWBY35FCPO2WUG4AMEXKDVBFNP

not attested not anchored not stored refs pending

Double-oracle sampling method for Stackelberg Equilibrium approximation in general-sum extensive-form games

Jacek Ma\'ndziuk, Jan Karwowski

arxiv:1909.03934 v1 · 2019-09-09 · cs.GT · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KWBY35FCPO2WUG4AMEXKDVBFNP}

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	2026-07-05T04:48:05.247112Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55838df4a27bb56a1b80612ea1d4256bf62b6171dbc6d9de38d47418baf103d9

Aliases

arxiv: 1909.03934 · arxiv_version: 1909.03934v1 · doi: 10.48550/arxiv.1909.03934 · pith_short_12: KWBY35FCPO2W · pith_short_16: KWBY35FCPO2WUG4A · pith_short_8: KWBY35FC

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/KWBY35FCPO2WUG4AMEXKDVBFNP \
  | 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: 55838df4a27bb56a1b80612ea1d4256bf62b6171dbc6d9de38d47418baf103d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32729c3c05ae06173ecd7e31d8542659c3452fc80e2a31e9a812938d6683fb06",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2019-09-09T15:34:04Z",
    "title_canon_sha256": "e31935354bb149bc64e89ae47b041600e9484600e5054f1da27423a8e4a1e06d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.03934",
    "kind": "arxiv",
    "version": 1
  }
}