Pith Number

pith:R6L4T6NB

pith:2024:R6L4T6NBQR7CK5OBAEZY3CNHQ4

not attested not anchored not stored refs pending

Dynamics of Resource Allocation in O-RANs: An In-depth Exploration of On-Policy and Off-Policy Deep Reinforcement Learning for Real-Time Applications

Amine Abouaomar, Manal Mehdaoui

arxiv:2412.01839 v1 · 2024-11-17 · cs.NI · 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{R6L4T6NBQR7CK5OBAEZY3CNHQ4}

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	2026-07-05T09:43:39.266843Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f97c9f9a1847e2575c101338d89a7872710d7d9600d33a9eac4f0b094ca955e

Aliases

arxiv: 2412.01839 · arxiv_version: 2412.01839v1 · doi: 10.48550/arxiv.2412.01839 · pith_short_12: R6L4T6NBQR7C · pith_short_16: R6L4T6NBQR7CK5OB · pith_short_8: R6L4T6NB

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/R6L4T6NBQR7CK5OBAEZY3CNHQ4 \
  | 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: 8f97c9f9a1847e2575c101338d89a7872710d7d9600d33a9eac4f0b094ca955e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc74d3ac8b6a4ba833b26fb6618dbbae7938f5fc5ae517a5499e041a181cdfed",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-11-17T17:46:40Z",
    "title_canon_sha256": "9bc3af80d8a1a56c4abe0d64404cc354a65abf22a57f81eb214eb71548f2c5c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01839",
    "kind": "arxiv",
    "version": 1
  }
}