Pith Number

pith:V3RA457R

pith:2023:V3RA457RZTSS73TB4H6R2KL35M

not attested not anchored not stored refs pending

AdaStop: adaptive statistical testing for sound comparisons of Deep RL agents

Alena Shilova, Hector Kohler, Matheus Medeiros Centa, Odalric-Ambrym Maillard, Philippe Preux, Riccardo Della Vecchia, Timoth\'ee Mathieu

arxiv:2306.10882 v3 · 2023-06-19 · 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{V3RA457RZTSS73TB4H6R2KL35M}

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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

Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data

Receipt and verification

First computed	2026-07-05T11:13:05.315971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aee20e77f1cce52fee61e1fd1d297beb32f604d51c6b8833cf35f66f26e0bf49

Aliases

arxiv: 2306.10882 · arxiv_version: 2306.10882v3 · doi: 10.48550/arxiv.2306.10882 · pith_short_12: V3RA457RZTSS · pith_short_16: V3RA457RZTSS73TB · pith_short_8: V3RA457R

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/V3RA457RZTSS73TB4H6R2KL35M \
  | 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: aee20e77f1cce52fee61e1fd1d297beb32f604d51c6b8833cf35f66f26e0bf49

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e4b70930598291f024fad3b49a4d5a9c73e02e000dafd50c914ce8052a39b83d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-19T12:22:56Z",
    "title_canon_sha256": "c5c1671682c4cfe84e91d26d602fda1a217cbdaae4e256e2f01618918f55269d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.10882",
    "kind": "arxiv",
    "version": 3
  }
}