Pith Number

pith:5GX2BNK2

pith:2023:5GX2BNK2EJOUACXMFGLVUZENVK

not attested not anchored not stored refs pending

Generalized Munchausen Reinforcement Learning using Tsallis KL Divergence

Lingwei Zhu, Martha White, Matthew Schlegel, Zheng Chen

arxiv:2301.11476 v4 · 2023-01-27 · 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{5GX2BNK2EJOUACXMFGLVUZENVK}

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	2026-07-05T07:57:26.235821Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9afa0b55a225d400aec29975a648daaaac1972e6194152b7540990687d9bd29

Aliases

arxiv: 2301.11476 · arxiv_version: 2301.11476v4 · doi: 10.48550/arxiv.2301.11476 · pith_short_12: 5GX2BNK2EJOU · pith_short_16: 5GX2BNK2EJOUACXM · pith_short_8: 5GX2BNK2

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/5GX2BNK2EJOUACXMFGLVUZENVK \
  | 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: e9afa0b55a225d400aec29975a648daaaac1972e6194152b7540990687d9bd29

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c289dc427844e71ae7c2056828cdb8d51b1726d0608c5499d6391700c6b5130b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-27T00:31:51Z",
    "title_canon_sha256": "c46002f687c2963215f7ae144523344ba2f05449b52a002687321d2ff40344a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.11476",
    "kind": "arxiv",
    "version": 4
  }
}