Pith Number

pith:SPKP4UWJ

pith:2025:SPKP4UWJGYYSEPTWFS356HET4I

not attested not anchored not stored refs pending

Energy-Efficient RSMA-enabled Low-altitude MEC Optimization Via Generative AI-enhanced Deep Reinforcement Learning

Hongyang Du, Kaibin Huang, Lei Feng, Xudong Wang

arxiv:2507.12910 v1 · 2025-07-17 · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SPKP4UWJGYYSEPTWFS356HET4I}

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.

Cited by

1 paper in Pith

From Denoising to Decision Making: A Survey on Diffusion Model-Enabled Deep Reinforcement Learning for Wireless Networks

Receipt and verification

First computed	2026-07-05T11:38:41.287815Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93d4fe52c93631223e762cb7df1c93e224ad9bf89d7a8f98745df517e6551a77

Aliases

arxiv: 2507.12910 · arxiv_version: 2507.12910v1 · doi: 10.48550/arxiv.2507.12910 · pith_short_12: SPKP4UWJGYYS · pith_short_16: SPKP4UWJGYYSEPTW · pith_short_8: SPKP4UWJ

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/SPKP4UWJGYYSEPTWFS356HET4I \
  | 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: 93d4fe52c93631223e762cb7df1c93e224ad9bf89d7a8f98745df517e6551a77

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc6312dc03fa5e82a8fd19bc0bd0784fa0efe449988aa69250002ae7ee1d5a48",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-07-17T08:57:21Z",
    "title_canon_sha256": "a1566f7e2850778889f8ecab05be7eb05f2c6a674b9c9e8059b4a570be4a6dc6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.12910",
    "kind": "arxiv",
    "version": 1
  }
}