Pith Number

pith:QUJDLXC4

pith:2025:QUJDLXC4MRDIJIZKC3CUXZMNQG

not attested not anchored not stored refs pending

Gaussian Process Aggregation for Root-Parallel Monte Carlo Tree Search with Continuous Actions

Bruno Lacerda, Junlin Xiao, Nick Hawes, Victor-Alexandru Darvariu

arxiv:2512.09727 v2 · 2025-12-10 · 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{QUJDLXC4MRDIJIZKC3CUXZMNQG}

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.

Cited by

1 paper in Pith

Online Navigation Planning for Long-term Autonomous Operation of Underwater Gliders

Receipt and verification

First computed	2026-07-17T01:20:41.434997Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

851235dc5c644684a32a16c54be58d818325a3d5f3ec17d8a21ab5df61f33449

Aliases

arxiv: 2512.09727 · arxiv_version: 2512.09727v2 · doi: 10.48550/arxiv.2512.09727 · pith_short_12: QUJDLXC4MRDI · pith_short_16: QUJDLXC4MRDIJIZK · pith_short_8: QUJDLXC4

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/QUJDLXC4MRDIJIZKC3CUXZMNQG \
  | 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: 851235dc5c644684a32a16c54be58d818325a3d5f3ec17d8a21ab5df61f33449

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63a9a61eea16877c772831520b4f68aebdb56366d10486b9c5ba837e9ef95c87",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-12-10T15:09:06Z",
    "title_canon_sha256": "dd09efef4165e202044b4496da4afef69e8882e5f8164d53ec001a931cf22a71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.09727",
    "kind": "arxiv",
    "version": 2
  }
}