Pith Number

pith:TMEQM3KG

pith:2026:TMEQM3KGV2X4GETUTIAYZFIZ2I

not attested not anchored not stored refs pending

Try Once, Then Optimal: De-Redundified Procedure Memory for Cross-Episode Exploration Amortization

Guyue Zhou, Haizhou Ge, Haochen Ouyang, Lei Han, Lu Shi, Ruqi Huang, Yue Li, Yufei Jia, Zhixing Chen

arxiv:2607.23702 v1 · 2026-07-26 · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TMEQM3KGV2X4GETUTIAYZFIZ2I}

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	2026-07-28T01:23:06.646378Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b09066d46aeafc312749a018c9519d21a645d5b683adde85fd97a6c50341551

Aliases

arxiv: 2607.23702 · arxiv_version: 2607.23702v1 · doi: 10.48550/arxiv.2607.23702 · pith_short_12: TMEQM3KGV2X4 · pith_short_16: TMEQM3KGV2X4GETU · pith_short_8: TMEQM3KG

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/TMEQM3KGV2X4GETUTIAYZFIZ2I \
  | 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: 9b09066d46aeafc312749a018c9519d21a645d5b683adde85fd97a6c50341551

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "302e6cd1838272391b30d227a6a87b4c6a176f6943abf62b1c988557d82abde4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2026-07-26T14:49:07Z",
    "title_canon_sha256": "e6aa681bd116fb38aba792b6e0c77cb9c8d051f4a696c59e2d69fff8ccc9f66d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.23702",
    "kind": "arxiv",
    "version": 1
  }
}