Pith Number

pith:QUJY3DGG

pith:2025:QUJY3DGGL64RS3MFWM3TBZ4VZA

not attested not anchored not stored refs pending

On the Effect of Regularization in Policy Mirror Descent

Aske Plaat, Jan Felix Kleuker, Thomas Moerland

arxiv:2507.08718 v1 · 2025-07-11 · 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{QUJY3DGGL64RS3MFWM3TBZ4VZA}

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

2 papers in Pith

Priced Motion Through Optimal Faces: A Normal-Fan Geometry for Non-Stationary Adversarial MDPs

Receipt and verification

First computed	2026-07-05T11:35:45.374132Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

85138d8cc65fb9196d85b33730e795c806c582de8da62f963ca529b29b833fbe

Aliases

arxiv: 2507.08718 · arxiv_version: 2507.08718v1 · doi: 10.48550/arxiv.2507.08718 · pith_short_12: QUJY3DGGL64R · pith_short_16: QUJY3DGGL64RS3MF · pith_short_8: QUJY3DGG

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/QUJY3DGGL64RS3MFWM3TBZ4VZA \
  | 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: 85138d8cc65fb9196d85b33730e795c806c582de8da62f963ca529b29b833fbe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c48c4a70ccdc7a19efa8e15c73f4b28b57e527e570f84bd821e7723bdfadac3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-11T16:19:45Z",
    "title_canon_sha256": "fe0e9b3ee8a5283b5eb163e51b4750ff69a00833ec62311ce3ebd287910a038b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08718",
    "kind": "arxiv",
    "version": 1
  }
}