Pith Number

pith:A6OUR4UR

pith:2018:A6OUR4UR4KHY6VBXWYLOIDSGQK

not attested not anchored not stored refs pending

Deep Reinforcement Learning for Real-Time Optimization in NB-IoT Networks

Arumugam Nallanathan, Jonathon A. Chambers, Nan Jiang, Yansha Deng

arxiv:1812.09026 v1 · 2018-12-21 · 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{A6OUR4UR4KHY6VBXWYLOIDSGQK}

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	2026-05-17T23:57:45.597458Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

079d48f291e28f8f5437b616e40e46828958c0e6d622e0984daa1c21be803d0d

Aliases

arxiv: 1812.09026 · arxiv_version: 1812.09026v1 · doi: 10.48550/arxiv.1812.09026 · pith_short_12: A6OUR4UR4KHY · pith_short_16: A6OUR4UR4KHY6VBX · pith_short_8: A6OUR4UR

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/A6OUR4UR4KHY6VBXWYLOIDSGQK \
  | 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: 079d48f291e28f8f5437b616e40e46828958c0e6d622e0984daa1c21be803d0d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "531609244b6c1c8af50e877601971c37de640f020cd6e1157fbe7bf250529079",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2018-12-21T10:13:42Z",
    "title_canon_sha256": "11ca699dfebe88ee0e8c1186edb6de1b438bca170d7228c667827534e146eb18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.09026",
    "kind": "arxiv",
    "version": 1
  }
}