pith. sign in
Pith Number

pith:BIZPPPYB

pith:2017:BIZPPPYBOVUXFDU5IR37UKM2GJ
not attested not anchored not stored refs pending

Multi-Agent Reinforcement Learning for Energy Harvesting Two-Hop Communications with a Partially Observable State

Andrea Ortiz, Anja Klein, Hussein Al-Shatri, Tobias Weber

arxiv:1702.06185 v2 · 2017-02-08 · cs.IT · math.IT

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{BIZPPPYBOVUXFDU5IR37UKM2GJ}

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 2026-05-17T23:49:12.158532Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0a32f7bf017569728e9d4477fa299a324d7c2a9fe01e5d32eae760ae5ba4ed5b

Aliases

arxiv: 1702.06185 · arxiv_version: 1702.06185v2 · doi: 10.48550/arxiv.1702.06185 · pith_short_12: BIZPPPYBOVUX · pith_short_16: BIZPPPYBOVUXFDU5 · pith_short_8: BIZPPPYB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BIZPPPYBOVUXFDU5IR37UKM2GJ \
  | 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: 0a32f7bf017569728e9d4477fa299a324d7c2a9fe01e5d32eae760ae5ba4ed5b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ea4dc744a7b1e5367866cc457f6cfdfd5850a18376eb03dea9a55e057f8d4b7f",
    "cross_cats_sorted": [
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2017-02-08T13:07:05Z",
    "title_canon_sha256": "f5649827d912abb781c58d0ccad4236c1dbc13c8291216f0a9ac74e65a275f44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1702.06185",
    "kind": "arxiv",
    "version": 2
  }
}