Pith Number

pith:5T7GMWU2

pith:2023:5T7GMWU2ZX7RUTGRQNJ6HMGF7E

not attested not anchored not stored refs pending

What model does MuZero learn?

Frans A. Oliehoek, Jinke He, Joery A. de Vries, Thomas M. Moerland

arxiv:2306.00840 v4 · 2023-06-01 · 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{5T7GMWU2ZX7RUTGRQNJ6HMGF7E}

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

World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications

Receipt and verification

First computed	2026-07-05T09:19:23.385812Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ecfe665a9acdff1a4cd18353e3b0c5f938837dd91e78fa7b954eaf527e1769ca

Aliases

arxiv: 2306.00840 · arxiv_version: 2306.00840v4 · doi: 10.48550/arxiv.2306.00840 · pith_short_12: 5T7GMWU2ZX7R · pith_short_16: 5T7GMWU2ZX7RUTGR · pith_short_8: 5T7GMWU2

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/5T7GMWU2ZX7RUTGRQNJ6HMGF7E \
  | 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: ecfe665a9acdff1a4cd18353e3b0c5f938837dd91e78fa7b954eaf527e1769ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4587bf832995ba496265112fe545421eb0de5b387fd5121cf8ed462a4b54b400",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-01T16:01:23Z",
    "title_canon_sha256": "d173bc0251dd22c8f96f77949b21eb0070c11e7d1dc0f760780a37e268d4859c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.00840",
    "kind": "arxiv",
    "version": 4
  }
}