Pith Number

pith:DRI44YBC

pith:2017:DRI44YBCR4HV76M2DYJ257QOPO

not attested not anchored not stored refs pending

Deep Q-Learning for Self-Organizing Networks Fault Management and Radio Performance Improvement

Brian L. Evans, Faris B. Mismar

arxiv:1707.02329 v6 · 2017-07-10 · cs.NI · 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{DRI44YBCR4HV76M2DYJ257QOPO}

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	2026-05-17T23:52:18.993036Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c51ce60228f0f5ff99a1e13aefe0e7b9497fbdf300238ffdc0a5f3b15832f8b

Aliases

arxiv: 1707.02329 · arxiv_version: 1707.02329v6 · doi: 10.48550/arxiv.1707.02329 · pith_short_12: DRI44YBCR4HV · pith_short_16: DRI44YBCR4HV76M2 · pith_short_8: DRI44YBC

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/DRI44YBCR4HV76M2DYJ257QOPO \
  | 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: 1c51ce60228f0f5ff99a1e13aefe0e7b9497fbdf300238ffdc0a5f3b15832f8b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4417fb32de3cd9367c3ff330cb60fdcad15b20502cae8e173f911ea16de6ee9",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2017-07-10T02:29:17Z",
    "title_canon_sha256": "5bf11526ee46ee54a4c5b8b9cfa448136b8ae81f3826745739123098cf4377c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.02329",
    "kind": "arxiv",
    "version": 6
  }
}