Pith Number

pith:GYRKHHAW

pith:2012:GYRKHHAWOA7R7URRVKPGAHBEPD

not attested not anchored not stored refs pending

Distributed Cooperative Q-learning for Power Allocation in Cognitive Femtocell Networks

Amr Mohamed, Hussein Saad, Tamer ElBatt

arxiv:1203.3935 v1 · 2012-03-18 · cs.LG · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GYRKHHAWOA7R7URRVKPGAHBEPD}

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	2026-05-18T03:59:48.597645Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3622a39c16703f1fd231aa9e601c2478ceac72b79d3f3497295d6b5d3f073431

Aliases

arxiv: 1203.3935 · arxiv_version: 1203.3935v1 · doi: 10.48550/arxiv.1203.3935 · pith_short_12: GYRKHHAWOA7R · pith_short_16: GYRKHHAWOA7R7URR · pith_short_8: GYRKHHAW

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/GYRKHHAWOA7R7URRVKPGAHBEPD \
  | 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: 3622a39c16703f1fd231aa9e601c2478ceac72b79d3f3497295d6b5d3f073431

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9bd0d9f1003a1be91d464adb216a5a57ab4b4dd27c213a8e684d9c94bc89206",
    "cross_cats_sorted": [
      "cs.GT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-03-18T10:30:54Z",
    "title_canon_sha256": "79a6963ac368f9a521416fb62c646235087055c4b3c582d327df756bbd78d08b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1203.3935",
    "kind": "arxiv",
    "version": 1
  }
}