Pith Number

pith:EAJKWKHB

pith:2024:EAJKWKHBUGZHGLL3PGOPV2RMJJ

not attested not anchored not stored refs pending

The Sample-Communication Complexity Trade-off in Federated Q-Learning

Sudeep Salgia, Yuejie Chi

arxiv:2408.16981 v2 · 2024-08-30 · cs.LG · math.OC · 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{EAJKWKHBUGZHGLL3PGOPV2RMJJ}

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.

Cited by

1 paper in Pith

Reinforcement Learning for Scalable and Trustworthy Intelligent Systems

Receipt and verification

First computed	2026-07-05T09:28:13.508725Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2012ab28e1a1b2732d7b799cfaea2c4a7667140993a1142ad03b330c0fab9504

Aliases

arxiv: 2408.16981 · arxiv_version: 2408.16981v2 · doi: 10.48550/arxiv.2408.16981 · pith_short_12: EAJKWKHBUGZH · pith_short_16: EAJKWKHBUGZHGLL3 · pith_short_8: EAJKWKHB

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/EAJKWKHBUGZHGLL3PGOPV2RMJJ \
  | 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: 2012ab28e1a1b2732d7b799cfaea2c4a7667140993a1142ad03b330c0fab9504

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1005abee3bf93f4778efe8a8507ec01ce617d2ea2ba8061d11a858247612d0fa",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-30T03:03:03Z",
    "title_canon_sha256": "ff173f55cd8eb35f0c598d188c500288f7e9c6d54ee09c027537ac7d65690afa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.16981",
    "kind": "arxiv",
    "version": 2
  }
}