Pith Number

pith:JVYTVPAQ

pith:2024:JVYTVPAQWVHEAWYOVAMWOOG33U

not attested not anchored not stored refs pending

Dr. Strategy: Model-Based Generalist Agents with Strategic Dreaming

Dongyeong Kim, Hany Hamed, Jaesik Yoon, Subin Kim, Sungjin Ahn

arxiv:2402.18866 v2 · 2024-02-29 · 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{JVYTVPAQWVHEAWYOVAMWOOG33U}

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

Learn A Flexible Exploration Model for Parameterized Action Markov Decision Processes

Receipt and verification

First computed	2026-07-05T08:27:05.126551Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d713abc10b54e405b0ea8196738dbdd24ae3aa4c1d1e0bbbb28eb178232bb7f

Aliases

arxiv: 2402.18866 · arxiv_version: 2402.18866v2 · doi: 10.48550/arxiv.2402.18866 · pith_short_12: JVYTVPAQWVHE · pith_short_16: JVYTVPAQWVHEAWYO · pith_short_8: JVYTVPAQ

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/JVYTVPAQWVHEAWYOVAMWOOG33U \
  | 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: 4d713abc10b54e405b0ea8196738dbdd24ae3aa4c1d1e0bbbb28eb178232bb7f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "483eef0cede09427969caea1a593cd6d28e1b89c6f5d854d6b6ce45cf989183b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-29T05:34:05Z",
    "title_canon_sha256": "6eea4744f6f979f0b7381209cb8a2bf82333904a0558d3a4b0153deb2af1ae97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.18866",
    "kind": "arxiv",
    "version": 2
  }
}