Pith Number

pith:A2HCQT4H

pith:2024:A2HCQT4HOTEXLCMHHXGBJZYMKC

not attested not anchored not stored refs pending

Adaptive Active Inference Agents for Heterogeneous and Lifelong Federated Learning

Alireza Furutanpey, Anastasiya Danilenka, Anna Lackinger, Boris Sedlak, Marcin Paprzycki, Maria Ganzha, Schahram Dustdar, Victor Casamayor Pujol

arxiv:2410.09099 v2 · 2024-10-09 · cs.LG · cs.AI · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A2HCQT4HOTEXLCMHHXGBJZYMKC}

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	2026-07-05T10:27:17.262390Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

068e284f8774c97589873dcc14e70c50b220695f163706bb21ae2c521659b0ed

Aliases

arxiv: 2410.09099 · arxiv_version: 2410.09099v2 · doi: 10.48550/arxiv.2410.09099 · pith_short_12: A2HCQT4HOTEX · pith_short_16: A2HCQT4HOTEXLCMH · pith_short_8: A2HCQT4H

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/A2HCQT4HOTEXLCMHHXGBJZYMKC \
  | 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: 068e284f8774c97589873dcc14e70c50b220695f163706bb21ae2c521659b0ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a54cf1719ce6386367eab5b7c86d93eb1fb22c9e92015060869a7a945e7ddd74",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-09T10:43:29Z",
    "title_canon_sha256": "5e3003b25a101da1259e57e66667c491fa07728418bb4acdedd3a6dde61543d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09099",
    "kind": "arxiv",
    "version": 2
  }
}