Pith Number

pith:3TVHTK2Q

pith:2017:3TVHTK2QGBNEHAWNOK4LDPJ2XB

not attested not anchored not stored refs pending

Parameter Space Noise for Exploration

Marcin Andrychowicz, Matthias Plappert, Pieter Abbeel, Prafulla Dhariwal, Rein Houthooft, Richard Y. Chen, Szymon Sidor, Tamim Asfour, Xi Chen

arxiv:1706.01905 v2 · 2017-06-06 · cs.LG · cs.AI · cs.NE · cs.RO · 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{3TVHTK2QGBNEHAWNOK4LDPJ2XB}

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

2 papers in Pith

Identifying Protein Co-regulatory Network Logic by Solving B-SAT Problems through Gate-based Quantum Computing

SENIOR: Efficient Query Selection and Preference-Guided Exploration in Preference-based Reinforcement Learning

Receipt and verification

First computed	2026-05-18T00:24:42.793340Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dcea79ab50305a4382cd72b8b1bd3ab87c72a966ddb1e016b4c497b9df48f79f

Aliases

arxiv: 1706.01905 · arxiv_version: 1706.01905v2 · doi: 10.48550/arxiv.1706.01905 · pith_short_12: 3TVHTK2QGBNE · pith_short_16: 3TVHTK2QGBNEHAWN · pith_short_8: 3TVHTK2Q

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/3TVHTK2QGBNEHAWNOK4LDPJ2XB \
  | 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: dcea79ab50305a4382cd72b8b1bd3ab87c72a966ddb1e016b4c497b9df48f79f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "48a2d5d30ee407a07387ef8af557500b04a2e21886ae9fefc6b3b4d394acecea",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE",
      "cs.RO",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-06-06T18:09:29Z",
    "title_canon_sha256": "1bb7b1601fdbe2ec6b9e8376c261360c779227c84d3c366419a55ca98c5e4c0d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.01905",
    "kind": "arxiv",
    "version": 2
  }
}