Pith Number

pith:W5WLHGOU

pith:2024:W5WLHGOUOOYIITJYQWCEZRK252

not attested not anchored not stored refs pending

A Hierarchical DRL Approach for Resource Optimization in Multi-RIS Multi-Operator Networks

Haocheng Zhang, Hao Zhou, Ming Li, Wei Wang, Zhiping Lu

arxiv:2410.12320 v2 · 2024-10-16 · eess.SY · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W5WLHGOUOOYIITJYQWCEZRK252}

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	2026-07-05T10:17:50.802231Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b76cb399d473b0844d3885844cc55aeebea901ffa36750aba4294877c237789e

Aliases

arxiv: 2410.12320 · arxiv_version: 2410.12320v2 · doi: 10.48550/arxiv.2410.12320 · pith_short_12: W5WLHGOUOOYI · pith_short_16: W5WLHGOUOOYIITJY · pith_short_8: W5WLHGOU

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/W5WLHGOUOOYIITJYQWCEZRK252 \
  | 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: b76cb399d473b0844d3885844cc55aeebea901ffa36750aba4294877c237789e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "002b22bbdcba60f065714dcca0a328e5d470d3fc5bd04003a678cd4e481d8657",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-10-16T07:40:38Z",
    "title_canon_sha256": "58e64bfba991ab42d6fe435a00cfe97b0e4d1018f9b387cb7f580939619b88d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12320",
    "kind": "arxiv",
    "version": 2
  }
}