Pith Number

pith:Z6Q7EESL

pith:2011:Z6Q7EESLXOPU6NHIHHXXDI6UVC

not attested not anchored not stored refs pending

Reinforcement learning based sensing policy optimization for energy efficient cognitive radio networks

Jan Oksanen, Jarmo Lund\'en, Visa Koivunen

arxiv:1106.1770 v3 · 2011-06-09 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z6Q7EESLXOPU6NHIHHXXDI6UVC}

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	2026-05-18T04:11:41.651439Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cfa1f2124bbb9f4f34e839ef71a3d4a8b636d3a35c7efb5512141c83751e7b89

Aliases

arxiv: 1106.1770 · arxiv_version: 1106.1770v3 · doi: 10.48550/arxiv.1106.1770 · pith_short_12: Z6Q7EESLXOPU · pith_short_16: Z6Q7EESLXOPU6NHI · pith_short_8: Z6Q7EESL

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/Z6Q7EESLXOPU6NHIHHXXDI6UVC \
  | 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: cfa1f2124bbb9f4f34e839ef71a3d4a8b636d3a35c7efb5512141c83751e7b89

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63a1a198a6fe895b1f890430f1ff525ca541af3a8aa1c3b90cee3c69dcb03124",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2011-06-09T10:40:08Z",
    "title_canon_sha256": "3a1186b98cebbbd1c4f5950d8f03c9afee9dcd141822f8e2e29cb419ce468301"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1106.1770",
    "kind": "arxiv",
    "version": 3
  }
}