Pith Number

pith:JCJX2GI7

pith:2025:JCJX2GI7CLVF536JMU4LD2TINE

not attested not anchored not stored refs pending

One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem

Feng Zhang, Hengda Bao, Hong Ma, Lei Gao, Qichang Chen, Shengjie Wang, Shihong Huang, Weihua Zhou

arxiv:2510.10057 v2 · 2025-10-11 · 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{JCJX2GI7CLVF536JMU4LD2TINE}

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	2026-07-23T01:23:29.532829Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48937d191f12ea5eefc96538b1ea686901f98241c135e4c9aa48fe5a9b84aba1

Aliases

arxiv: 2510.10057 · arxiv_version: 2510.10057v2 · doi: 10.48550/arxiv.2510.10057 · pith_short_12: JCJX2GI7CLVF · pith_short_16: JCJX2GI7CLVF536J · pith_short_8: JCJX2GI7

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/JCJX2GI7CLVF536JMU4LD2TINE \
  | 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: 48937d191f12ea5eefc96538b1ea686901f98241c135e4c9aa48fe5a9b84aba1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "601c6a8c9bdfc05d8d0e81bdfb47c1ad61a04229d955a0a0ea0cc761998e6728",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-11T06:47:49Z",
    "title_canon_sha256": "bb5529f4e229a605f9149bc8ddb6ffbb80f79c34626ea0beccc07c8a71fca32e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.10057",
    "kind": "arxiv",
    "version": 2
  }
}