Pith Number

pith:O4FQZBSB

pith:2025:O4FQZBSBBMNP5PXNJCQWL56FAJ

not attested not anchored not stored refs pending

Composite Reward Design in PPO-Driven Adaptive Filtering

Abdullah Burkan Bereketoglu

arxiv:2506.06323 v1 · 2025-05-29 · eess.SP · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O4FQZBSBBMNP5PXNJCQWL56FAJ}

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	2026-06-30T01:18:17.521048Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

770b0c86410b1afebeed48a165f7c5027d707388735a6931992c245f72dd9b28

Aliases

arxiv: 2506.06323 · arxiv_version: 2506.06323v1 · doi: 10.48550/arxiv.2506.06323 · pith_short_12: O4FQZBSBBMNP · pith_short_16: O4FQZBSBBMNP5PXN · pith_short_8: O4FQZBSB

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/O4FQZBSBBMNP5PXNJCQWL56FAJ \
  | 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: 770b0c86410b1afebeed48a165f7c5027d707388735a6931992c245f72dd9b28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f618cf13e131a6f1cdcdd0ca940b6713efbf96429a43df345911e7814db9b86b",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2025-05-29T23:11:48Z",
    "title_canon_sha256": "96831d18952538fdec9dc16b17d0a582188f1101196ba72bf126f5f22fa5bcf9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06323",
    "kind": "arxiv",
    "version": 1
  }
}