Pith Number

pith:F4AIX7C2

pith:2026:F4AIX7C2XDY53S7LCZIXUXDPS3

not attested not anchored not stored refs pending

Continue or Replan? Bernoulli-Continuation Policy Learning for Adaptive Horizon Execution

Baining Guo, Chengtang Yao, Jian Cao, Jiaolong Yang, Lin Luo, Qingyu Mei, Weichen Xu, Xing Zhang, Xixin Cao, Yaobo Liang, Zhenhua Liu

arxiv:2608.03483 v1 · 2026-08-04 · cs.RO · cs.AI · cs.CV · 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{F4AIX7C2XDY53S7LCZIXUXDPS3}

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	2026-08-05T01:35:56.650516Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f008bfc5ab8f1ddcbeb16517a5c6f96e42975faf8607b9fcc358fed99f05288

Aliases

arxiv: 2608.03483 · arxiv_version: 2608.03483v1 · doi: 10.48550/arxiv.2608.03483 · pith_short_12: F4AIX7C2XDY5 · pith_short_16: F4AIX7C2XDY53S7L · pith_short_8: F4AIX7C2

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/F4AIX7C2XDY53S7LCZIXUXDPS3 \
  | 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: 2f008bfc5ab8f1ddcbeb16517a5c6f96e42975faf8607b9fcc358fed99f05288

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "740d959eac9e363d5f2e2a465f48bd7c9dd1f6e6a37a8349ac1ba192ea26507b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2026-08-04T11:21:08Z",
    "title_canon_sha256": "67501273f491149ccabf291b9c297a25aefff26614c4afb16b5f5a0b28b6f230"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.03483",
    "kind": "arxiv",
    "version": 1
  }
}