Pith Number

pith:VORZUQQP

pith:2022:VORZUQQP5WHBVPM5M7UAUBVGLU

not attested not anchored not stored refs pending

$q$-Munchausen Reinforcement Learning

Eiji Uchibe, Lingwei Zhu, Takamitsu Matsubara, Zheng Chen

arxiv:2205.07467 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{VORZUQQP5WHBVPM5M7UAUBVGLU}

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	2026-07-05T04:23:29.375010Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aba39a420fed8e1abd9d67e80a06a65d33e31022d737d83ad5c9b6a583b42e08

Aliases

arxiv: 2205.07467 · arxiv_version: 2205.07467v1 · doi: 10.48550/arxiv.2205.07467 · pith_short_12: VORZUQQP5WHB · pith_short_16: VORZUQQP5WHBVPM5 · pith_short_8: VORZUQQP

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/VORZUQQP5WHBVPM5M7UAUBVGLU \
  | 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: aba39a420fed8e1abd9d67e80a06a65d33e31022d737d83ad5c9b6a583b42e08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8eacd99b107dc1827fdeec616f901f160933e9844380f1ff343536b6f1f04472",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-16T06:26:10Z",
    "title_canon_sha256": "73ec68741f90f6791161c5ee4ff3cacde3531b85bc488246a4a26fd56878786c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.07467",
    "kind": "arxiv",
    "version": 1
  }
}