Pith Number

pith:CNGHBZM3

pith:2019:CNGHBZM367NMW3QJGCHLX6O7SI

not attested not anchored not stored refs pending

Online Antenna Tuning in Heterogeneous Cellular Networks with Deep Reinforcement Learning

Eren Balevi, Jeffrey G. Andrews

arxiv:1903.06787 v2 · 2019-03-15 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CNGHBZM367NMW3QJGCHLX6O7SI}

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	2026-05-17T23:43:08.987370Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

134c70e59bf7dacb6e09308ebbf9df9222792a42035d6a2fc83537328678fcc2

Aliases

arxiv: 1903.06787 · arxiv_version: 1903.06787v2 · doi: 10.48550/arxiv.1903.06787 · pith_short_12: CNGHBZM367NM · pith_short_16: CNGHBZM367NMW3QJ · pith_short_8: CNGHBZM3

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/CNGHBZM367NMW3QJGCHLX6O7SI \
  | 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: 134c70e59bf7dacb6e09308ebbf9df9222792a42035d6a2fc83537328678fcc2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c2b522e7101e8149394dc5d6df43a30e090df2a6480556af73b573209619507",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-15T20:23:18Z",
    "title_canon_sha256": "30a5fb9937f05ba5bfb877606bf2d0ffe57a48ba04faa811552af40fb2d8aa80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.06787",
    "kind": "arxiv",
    "version": 2
  }
}