Pith Number

pith:MQNN356V

pith:2024:MQNN356VTAYLG7TG4JQWGZWMW2

not attested not anchored not stored refs pending

Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction

Byoung-Tak Zhang, Dooyoung Kim, Inwoo Hwang, Sanghack Lee, Yunhyeok Kwak

arxiv:2406.00614 v1 · 2024-06-02 · cs.LG · 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{MQNN356VTAYLG7TG4JQWGZWMW2}

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

NonZero: Interaction-Guided Exploration for Multi-Agent Monte Carlo Tree Search

Receipt and verification

First computed	2026-07-05T08:26:28.124620Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

641addf7d59830b37e66e2616366ccb6aa22005ed529780714b0bfcc11f0a932

Aliases

arxiv: 2406.00614 · arxiv_version: 2406.00614v1 · doi: 10.48550/arxiv.2406.00614 · pith_short_12: MQNN356VTAYL · pith_short_16: MQNN356VTAYLG7TG · pith_short_8: MQNN356V

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/MQNN356VTAYLG7TG4JQWGZWMW2 \
  | 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: 641addf7d59830b37e66e2616366ccb6aa22005ed529780714b0bfcc11f0a932

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c000fec469975572f45c894dbd5ec406be25b5729476ef33a1c03633ec6a85b3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-02T04:31:30Z",
    "title_canon_sha256": "f53d4aca6135951d257e3c04887848ff45c0ab36bb98e646c159b1357f3195c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.00614",
    "kind": "arxiv",
    "version": 1
  }
}