Pith Number

pith:CCR34REE

pith:2023:CCR34REEFJHFSQ7YVEFMVFRSFC

not attested not anchored not stored refs pending

Plan To Predict: Learning an Uncertainty-Foreseeing Model for Model-Based Reinforcement Learning

Chao Yu, Chen Chen, Hankz Hankui Zhuo, Jianye Hao, Zifan Wu

arxiv:2301.08502 v1 · 2023-01-20 · 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{CCR34REEFJHFSQ7YVEFMVFRSFC}

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.

Receipt and verification

First computed	2026-07-05T05:34:36.785948Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10a3be44842a4e5943f8a90aca963228a4e29f61de56d34748a228e2e1057095

Aliases

arxiv: 2301.08502 · arxiv_version: 2301.08502v1 · doi: 10.48550/arxiv.2301.08502 · pith_short_12: CCR34REEFJHF · pith_short_16: CCR34REEFJHFSQ7Y · pith_short_8: CCR34REE

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/CCR34REEFJHFSQ7YVEFMVFRSFC \
  | 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: 10a3be44842a4e5943f8a90aca963228a4e29f61de56d34748a228e2e1057095

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3dee6fcc1a97293c5014c04612b98133224fc990c09896dbfb88c0f638316dc7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-20T10:17:22Z",
    "title_canon_sha256": "fc86481051c0797c1832a92a6e40b9e52c8c4f8cf950e02ec2683e7a7dc0e230"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.08502",
    "kind": "arxiv",
    "version": 1
  }
}