Pith Number

pith:CT44TFHI

pith:2025:CT44TFHIBAXOVMPVMYS5UXZJD2

not attested not anchored not stored refs pending

Reflect-then-Plan: Offline Model-Based Planning through a Doubly Bayesian Lens

Jihwan Jeong, Jingmin Wang, Pascal Poupart, Scott Sanner, Xiaoyu Wang

arxiv:2506.06261 v1 · 2025-06-06 · cs.AI · 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{CT44TFHIBAXOVMPVMYS5UXZJD2}

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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

2 papers in Pith

UBP2: Uncertainty-Balanced Preference Planning for Efficient Preference-based Reinforcement Learning

Agentic Reasoning for Large Language Models

Receipt and verification

First computed	2026-07-05T11:17:28.304051Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14f9c994e8082eeab1f56625da5f291e869fb214cf1595108614fb27f3943512

Aliases

arxiv: 2506.06261 · arxiv_version: 2506.06261v1 · doi: 10.48550/arxiv.2506.06261 · pith_short_12: CT44TFHIBAXO · pith_short_16: CT44TFHIBAXOVMPV · pith_short_8: CT44TFHI

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/CT44TFHIBAXOVMPVMYS5UXZJD2 \
  | 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: 14f9c994e8082eeab1f56625da5f291e869fb214cf1595108614fb27f3943512

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30770a999539b3448e59aa3be0b4acf3e3857d2b8219cefde8e677d96b6a2414",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-06T17:40:12Z",
    "title_canon_sha256": "c319a914840fbac09d1bc1c81fdf51dc9569a387abaa562958ab70a266c851fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06261",
    "kind": "arxiv",
    "version": 1
  }
}