Pith Number

pith:BRJAEIVH

pith:2023:BRJAEIVHMKEU3EI5USARG4FGGU

not attested not anchored not stored refs pending

Secure Deep Reinforcement Learning for Dynamic Resource Allocation in Wireless MEC Networks

Branka Vucetic, Changyang She, Phee Lep Yeoh, Xin Hao, Yonghui Li

arxiv:2312.08016 v1 · 2023-12-13 · cs.LG · 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{BRJAEIVHMKEU3EI5USARG4FGGU}

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	2026-07-05T08:07:31.621014Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c520222a762894d911da4811370a6352f52be97816a437a861b2ad12788d277

Aliases

arxiv: 2312.08016 · arxiv_version: 2312.08016v1 · doi: 10.48550/arxiv.2312.08016 · pith_short_12: BRJAEIVHMKEU · pith_short_16: BRJAEIVHMKEU3EI5 · pith_short_8: BRJAEIVH

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/BRJAEIVHMKEU3EI5USARG4FGGU \
  | 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: 0c520222a762894d911da4811370a6352f52be97816a437a861b2ad12788d277

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2c0137277e9024cbe23ee0a4ded263e1623d27d3c3b35f938997e017f4eb875",
    "cross_cats_sorted": [
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-13T09:39:32Z",
    "title_canon_sha256": "af44600199001b613fb147787f0a401bb621c17d81778f3b61ad4678b9a95c61"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.08016",
    "kind": "arxiv",
    "version": 1
  }
}