Pith Number

pith:KVWDVK2L

pith:2017:KVWDVK2L63CVANIAFZ3OPXRE7S

not attested not anchored not stored refs pending

Noisy Networks for Exploration

Alex Graves, Bilal Piot, Charles Blundell, Demis Hassabis, Ian Osband, Jacob Menick, Meire Fortunato, Mohammad Gheshlaghi Azar, Olivier Pietquin, Remi Munos, Shane Legg, Vlad Mnih

arxiv:1706.10295 v3 · 2017-06-30 · 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{KVWDVK2L63CVANIAFZ3OPXRE7S}

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

6 papers in Pith

Experience-Driven Dynamic Exits for LLMs with Reinforcement Learning

Finding Needles in a Moving Haystack: Prioritizing Alerts with Adversarial Reinforcement Learning

Evolvability ES: Scalable and Direct Optimization of Evolvability

Mastering Atari with Discrete World Models

Rainbow Deep Q-Learning with Kinematics-Aware Design for Cooperative Delta and 3-RRS Parallel Robot Insertion

Receipt and verification

First computed	2026-07-05T00:16:16.315000Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

556c3aab4bf6c55035002e76e7de24fc99d6a1b19a3105ecf4a3d5f8d30e341c

Aliases

arxiv: 1706.10295 · arxiv_version: 1706.10295v3 · doi: 10.48550/arxiv.1706.10295 · pith_short_12: KVWDVK2L63CV · pith_short_16: KVWDVK2L63CVANIA · pith_short_8: KVWDVK2L

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/KVWDVK2L63CVANIAFZ3OPXRE7S \
  | 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: 556c3aab4bf6c55035002e76e7de24fc99d6a1b19a3105ecf4a3d5f8d30e341c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6927ade1b43315b233063861a5fa00f5b951000e45bcd3c34c3d00c1d621f5ab",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-06-30T17:56:19Z",
    "title_canon_sha256": "f599c580669695acf8cc3293671c65681f3e6a2c233475980b955ab299669cb8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.10295",
    "kind": "arxiv",
    "version": 3
  }
}