Pith Number

pith:XPJT74A5

pith:2020:XPJT74A556ZMM7EH2UYWEIAYX4

not attested not anchored not stored refs pending

Munchausen Reinforcement Learning

Matthieu Geist, Nino Vieillard, Olivier Pietquin

arxiv:2007.14430 v3 · 2020-07-28 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XPJT74A556ZMM7EH2UYWEIAYX4}

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

1 paper in Pith

Perspectives on Tsallis Statistics for Artificial Intelligence

Receipt and verification

First computed	2026-07-05T01:49:04.584523Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bbd33ff01defb2c67c87d531622018bf3fdfec3bec3998f10fada3ff59e4025f

Aliases

arxiv: 2007.14430 · arxiv_version: 2007.14430v3 · doi: 10.48550/arxiv.2007.14430 · pith_short_12: XPJT74A556ZM · pith_short_16: XPJT74A556ZMM7EH · pith_short_8: XPJT74A5

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/XPJT74A556ZMM7EH2UYWEIAYX4 \
  | 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: bbd33ff01defb2c67c87d531622018bf3fdfec3bec3998f10fada3ff59e4025f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "463f677d698a949ccaac2dafceb06b583689fe8711dbe606d308919adf76cb1b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-28T18:30:23Z",
    "title_canon_sha256": "7ebf7b64dc5758385f96bfb96d71babb8836af7c19c27934e171f9ac90a07c22"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.14430",
    "kind": "arxiv",
    "version": 3
  }
}