Pith Number

pith:5KOMXKDE

pith:2017:5KOMXKDE5EPBPEZWOUFBMKNJ75

not attested not anchored not stored refs pending

Deep-Reinforcement Learning Multiple Access for Heterogeneous Wireless Networks

Soung Chang Liew, Taotao Wang, Yiding Yu

arxiv:1712.00162 v2 · 2017-12-01 · 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{5KOMXKDE5EPBPEZWOUFBMKNJ75}

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	2026-05-18T00:10:47.169675Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea9ccba864e91e179336750a1629a9ff6e94a191859e7eb30cbef8c7044ab566

Aliases

arxiv: 1712.00162 · arxiv_version: 1712.00162v2 · doi: 10.48550/arxiv.1712.00162 · pith_short_12: 5KOMXKDE5EPB · pith_short_16: 5KOMXKDE5EPBPEZW · pith_short_8: 5KOMXKDE

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/5KOMXKDE5EPBPEZWOUFBMKNJ75 \
  | 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: ea9ccba864e91e179336750a1629a9ff6e94a191859e7eb30cbef8c7044ab566

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b970626c3e1af798587f8a80c270539a5b2572bfcf1311cd23eabccd66d23c2d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2017-12-01T02:28:15Z",
    "title_canon_sha256": "eec28df9c71381623156db96ad8e4761f9b1ecb9c57801b776652b82f238c18a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.00162",
    "kind": "arxiv",
    "version": 2
  }
}