Pith Number

pith:LDWZ75T2

pith:2026:LDWZ75T2TUJMWBEB6BO3IDTVUR

not attested not anchored not stored refs pending

Convex-Hull-Neighborhood Smooth Dual Generalization: Controlling Local Correction Propagation in Offline RL

Hanlei Li, Lvqing Yang, Mingfeng Lv, Yi Yang, Zhengsen Ruan, Zhennan Chen

arxiv:2608.03108 v1 · 2026-08-04 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LDWZ75T2TUJMWBEB6BO3IDTVUR}

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	2026-08-05T00:45:42.012275Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58ed9ff67a9d12cb0481f05db40e75a44f750da65ad1139c655a41f8d15f1d4b

Aliases

arxiv: 2608.03108 · arxiv_version: 2608.03108v1 · doi: 10.48550/arxiv.2608.03108 · pith_short_12: LDWZ75T2TUJM · pith_short_16: LDWZ75T2TUJMWBEB · pith_short_8: LDWZ75T2

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/LDWZ75T2TUJMWBEB6BO3IDTVUR \
  | 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: 58ed9ff67a9d12cb0481f05db40e75a44f750da65ad1139c655a41f8d15f1d4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d405aad442ca5734aca131b19a590168c1852c92058748f89898cf7db509de89",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-04T04:30:02Z",
    "title_canon_sha256": "c0e62fae92747dee23950a0fa3c9a67ee713c0879bd2a158dd7140d079f269f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.03108",
    "kind": "arxiv",
    "version": 1
  }
}