Pith Number

pith:LS46N7JB

pith:2025:LS46N7JBKESYA3BSLWWI6OSXPM

not attested not anchored not stored refs pending

Approximated Behavioral Metric-based State Projection for Federated Reinforcement Learning

Bohui An, Zengxia Guo, Zhongqi Lu

arxiv:2505.09959 v1 · 2025-05-15 · 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{LS46N7JBKESYA3BSLWWI6OSXPM}

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	2026-07-05T11:03:31.129234Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5cb9e6fd215125806c325dac8f3a577b1c198a4130f3aa71c91a76658875c6db

Aliases

arxiv: 2505.09959 · arxiv_version: 2505.09959v1 · doi: 10.48550/arxiv.2505.09959 · pith_short_12: LS46N7JBKESY · pith_short_16: LS46N7JBKESYA3BS · pith_short_8: LS46N7JB

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/LS46N7JBKESYA3BSLWWI6OSXPM \
  | 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: 5cb9e6fd215125806c325dac8f3a577b1c198a4130f3aa71c91a76658875c6db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "643d85efa39e39f471c12771c3b18823abcea28a3b31e9593d293f576f3171bc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-15T04:41:21Z",
    "title_canon_sha256": "ccee57d0f4e891257c37acaef10f3dfa6055e8d677992d387b31442d6e90dd78"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.09959",
    "kind": "arxiv",
    "version": 1
  }
}