Pith Number

pith:KDB6VJXD

pith:2023:KDB6VJXDW62XKFVOIDX2YRDXXT

not attested not anchored not stored refs pending

STORM: Efficient Stochastic Transformer based World Models for Reinforcement Learning

Gang Wang, Gao Huang, Jian Sun, Weipu Zhang, Yetian Yuan

arxiv:2310.09615 v1 · 2023-10-14 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KDB6VJXDW62XKFVOIDX2YRDXXT}

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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.

Cited by

1 paper in Pith

WMAttack: Automated Attack Search for Adversarial Evaluation of World-Model Agents

Receipt and verification

First computed	2026-07-05T07:27:51.456481Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50c3eaa6e3b7b57516ae40efac4477bcee7bc8b27a8d0200262bace597769be2

Aliases

arxiv: 2310.09615 · arxiv_version: 2310.09615v1 · doi: 10.48550/arxiv.2310.09615 · pith_short_12: KDB6VJXDW62X · pith_short_16: KDB6VJXDW62XKFVO · pith_short_8: KDB6VJXD

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/KDB6VJXDW62XKFVOIDX2YRDXXT \
  | 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: 50c3eaa6e3b7b57516ae40efac4477bcee7bc8b27a8d0200262bace597769be2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f92696d9444a47e26c68c367d1fd07b137a246040627b977f8b72c80ece0f8c7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-14T16:42:02Z",
    "title_canon_sha256": "cd3827ebea53a010eeef6edee5a79557b1b887258eca928340e51d08733f8ba7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.09615",
    "kind": "arxiv",
    "version": 1
  }
}