Pith Number

pith:LEQYTDZZ

pith:2018:LEQYTDZZRKTIBTX3SHEC6ST4QT

not attested not anchored not stored refs pending

Approximating Nash Equilibria for Black-Box Games: A Bayesian Optimization Approach

Abdullah Al-Dujaili, Erik Hemberg, Una-May O'Reilly

arxiv:1804.10586 v2 · 2018-04-27 · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LEQYTDZZRKTIBTX3SHEC6ST4QT}

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	2026-05-18T00:13:36.828446Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5921898f398aa680cefb91c82f4a7c84fb912c509c1a68a47cdc87608437cc5c

Aliases

arxiv: 1804.10586 · arxiv_version: 1804.10586v2 · doi: 10.48550/arxiv.1804.10586 · pith_short_12: LEQYTDZZRKTI · pith_short_16: LEQYTDZZRKTIBTX3 · pith_short_8: LEQYTDZZ

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/LEQYTDZZRKTIBTX3SHEC6ST4QT \
  | 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: 5921898f398aa680cefb91c82f4a7c84fb912c509c1a68a47cdc87608437cc5c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c885bda82a3fcbf98ad8a10705367450b7eed1a1bbe9b8d834621e9ca0f63d4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2018-04-27T16:43:27Z",
    "title_canon_sha256": "26ae65f5d4c64c4c110d085e94b85e6f5e22eb5371268d84033558af9e02f61e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.10586",
    "kind": "arxiv",
    "version": 2
  }
}