Pith Number

pith:UFG4QA67

pith:2026:UFG4QA677KTFAZC2MQV7JAVO2O

not attested not anchored not stored refs pending

Information Gain-based Rollout Policy Optimization: An Adaptive Tree-Structured Rollout Approach for Multi-Turn LLM Agents

Fan Xu, Haoxiang Zhang, Jiaxin Ding, Luoyi Fu, Shiqing Gao, Xinbing Wang, Xin Ding, Yijun Zhang, Yule Xie

arxiv:2607.06223 v1 · 2026-07-07 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UFG4QA677KTFAZC2MQV7JAVO2O}

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	2026-07-08T01:19:18.268744Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a14dc803dffaa650645a642bf482aed385e240e16749b38d3ec7ae2387c002e3

Aliases

arxiv: 2607.06223 · arxiv_version: 2607.06223v1 · doi: 10.48550/arxiv.2607.06223 · pith_short_12: UFG4QA677KTF · pith_short_16: UFG4QA677KTFAZC2 · pith_short_8: UFG4QA67

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/UFG4QA677KTFAZC2MQV7JAVO2O \
  | 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: a14dc803dffaa650645a642bf482aed385e240e16749b38d3ec7ae2387c002e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "890039b03550cd0ab2397efff3035261f9254ae0ba9fc8bd2c4fd958bc554463",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-07T12:47:23Z",
    "title_canon_sha256": "1d04a696dc868d1021a5d8e0971178174440e58885a13a9a8b6099aaef6ad31f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.06223",
    "kind": "arxiv",
    "version": 1
  }
}