Pith. sign in
Pith Number

pith:MKIBZHRG

pith:2025:MKIBZHRGTXLAYMVDGRWCEPDUZS
not attested not anchored not stored refs pending

Towards Explaining Monte-Carlo Tree Search by Using Its Enhancements

Anna Wilbik, Jakub Kowalski, Maksymilian Wi\'sniewski, Mark H. M. Winands, Stanis{\l}aw Reda

arxiv:2506.13223 v1 · 2025-06-16 · cs.AI

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

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 2026-07-05T11:22:06.983504Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

62901c9e269dd60c32a3346c223c74cca3e6232abd02a41abc6e75abd09b81f8

Aliases

arxiv: 2506.13223 · arxiv_version: 2506.13223v1 · doi: 10.48550/arxiv.2506.13223 · pith_short_12: MKIBZHRGTXLA · pith_short_16: MKIBZHRGTXLAYMVD · pith_short_8: MKIBZHRG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MKIBZHRGTXLAYMVDGRWCEPDUZS \
  | 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: 62901c9e269dd60c32a3346c223c74cca3e6232abd02a41abc6e75abd09b81f8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1560b8ff3a0b2d51887cdca0d0789d0d6108bfdf2cfd2fa40974030e1e36767d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-16T08:21:37Z",
    "title_canon_sha256": "050a5b93edd574d84966f44f1e54144a47c4edd780273ba2fc843b462b93ce31"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.13223",
    "kind": "arxiv",
    "version": 1
  }
}