Pith Number

pith:MEUYH63V

pith:2023:MEUYH63V54LXW337TA7A22KXM3

not attested not anchored not stored refs pending

COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL

Furong Huang, Huazhe Xu, Ruijie Zheng, Ruonan Jia, Wichayaporn Wongkamjan, Xiyao Wang, Yanchao Sun

arxiv:2310.07220 v2 · 2023-10-11 · 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{MEUYH63V54LXW337TA7A22KXM3}

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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

Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension

Receipt and verification

First computed	2026-07-05T07:28:58.756794Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

612983fb75ef177b6f7f983e0d695766c4b2472d93e502148102775da8e50df7

Aliases

arxiv: 2310.07220 · arxiv_version: 2310.07220v2 · doi: 10.48550/arxiv.2310.07220 · pith_short_12: MEUYH63V54LX · pith_short_16: MEUYH63V54LXW337 · pith_short_8: MEUYH63V

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/MEUYH63V54LXW337TA7A22KXM3 \
  | 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: 612983fb75ef177b6f7f983e0d695766c4b2472d93e502148102775da8e50df7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6669075b813b3157c75fe2997e5c11cb35ae126ad518c53745d57e726a0e782",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-11T06:10:07Z",
    "title_canon_sha256": "4cb63164ca46d23ae74a188c0879a7b5b5a2f5eafbd08d34bab2cf7c9d0c3285"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.07220",
    "kind": "arxiv",
    "version": 2
  }
}