Pith. sign in
Pith Number

pith:EPO6CWDF

pith:2019:EPO6CWDFERD43Y7GG5KKVHPCTY
not attested not anchored not stored refs pending

Learning to play the Chess Variant Crazyhouse above World Champion Level with Deep Neural Networks and Human Data

Alena Beyer, Johannes Czech, Johannes F\"urnkranz, Kristian Kersting, Moritz Willig

arxiv:1908.06660 v2 · 2019-08-19 · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{EPO6CWDFERD43Y7GG5KKVHPCTY}

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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 2026-07-05T01:34:20.404293Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

23dde158652447cde3e63754aa9de29e04facd89054181afb030539d1bd3bf92

Aliases

arxiv: 1908.06660 · arxiv_version: 1908.06660v2 · doi: 10.48550/arxiv.1908.06660 · pith_short_12: EPO6CWDFERD4 · pith_short_16: EPO6CWDFERD43Y7G · pith_short_8: EPO6CWDF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/EPO6CWDFERD43Y7GG5KKVHPCTY \
  | 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: 23dde158652447cde3e63754aa9de29e04facd89054181afb030539d1bd3bf92
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fa0a3738822141b4393a0173c5bf094109ed63c2548add5ba43524b244fb14c0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2019-08-19T09:31:47Z",
    "title_canon_sha256": "b431ba45165234cc24a4136c083d41db52061d3e5a47dca050c94fdd1ed11c8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.06660",
    "kind": "arxiv",
    "version": 2
  }
}