Pith Number

pith:TW76F6M5

pith:2024:TW76F6M5U5VWCHVEI2ZE5ACUW7

not attested not anchored not stored refs pending

DRL Optimization Trajectory Generation via Wireless Network Intent-Guided Diffusion Models for Optimizing Resource Allocation

Dusit Niyato, Jiacheng Wang, Jingyu Wang, Junjie Wu, Xuming Fang

arxiv:2410.14481 v1 · 2024-10-18 · cs.NI · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TW76F6M5U5VWCHVEI2ZE5ACUW7}

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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

Censored Sampling for Topology Design: Guiding Diffusion with Human Preferences

Receipt and verification

First computed	2026-07-05T09:22:33.016677Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9dbfe2f99da76b611ea446b24e8054b7d8105176c98113040d4f9aac11388df2

Aliases

arxiv: 2410.14481 · arxiv_version: 2410.14481v1 · doi: 10.48550/arxiv.2410.14481 · pith_short_12: TW76F6M5U5VW · pith_short_16: TW76F6M5U5VWCHVE · pith_short_8: TW76F6M5

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/TW76F6M5U5VWCHVEI2ZE5ACUW7 \
  | 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: 9dbfe2f99da76b611ea446b24e8054b7d8105176c98113040d4f9aac11388df2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0623f9c2525022ac7c0633e1ddfd376b8453f795d2ad971f4b810c5717f9e74b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-10-18T14:04:38Z",
    "title_canon_sha256": "b5e5abe86ccacc28d3d338924470d91d77ed6792c2bf292be956047bca008120"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14481",
    "kind": "arxiv",
    "version": 1
  }
}