Pith Number

pith:VOUZ42BT

pith:2022:VOUZ42BTVBBFNH53HCF374WRYA

not attested not anchored not stored refs pending

Enforcing KL Regularization in General Tsallis Entropy Reinforcement Learning via Advantage Learning

Eiji Uchibe, Lingwei Zhu, Takamitsu Matsubara, Zheng Chen

arxiv:2205.07885 v1 · 2022-05-16 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VOUZ42BTVBBFNH53HCF374WRYA}

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	2026-07-05T04:23:57.045720Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aba99e6833a842569fbb388bbff2d1c03907d9e0fe2e571cb80513cc9c962a3b

Aliases

arxiv: 2205.07885 · arxiv_version: 2205.07885v1 · doi: 10.48550/arxiv.2205.07885 · pith_short_12: VOUZ42BTVBBF · pith_short_16: VOUZ42BTVBBFNH53 · pith_short_8: VOUZ42BT

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/VOUZ42BTVBBFNH53HCF374WRYA \
  | 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: aba99e6833a842569fbb388bbff2d1c03907d9e0fe2e571cb80513cc9c962a3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ce138aec1a7d5ca54fd06e1d95ac4fd786fbe38ce3f4e08e403360572eb88c3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-16T04:47:50Z",
    "title_canon_sha256": "3a9d49ef7996aa8d36424c026b3f004e9649f07f8b3463f0648052c836ee9844"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.07885",
    "kind": "arxiv",
    "version": 1
  }
}