Pith Number

pith:7X7MQDU6

pith:2020:7X7MQDU6QZU6DYDVE73M2E3QKA

not attested not anchored not stored refs pending

Fast active learning for pure exploration in reinforcement learning

Anders Jonsson, Edouard Leurent, Emilie Kaufmann, Michal Valko, Omar Darwiche Domingues, Pierre M\'enard

arxiv:2007.13442 v2 · 2020-07-27 · 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{7X7MQDU6QZU6DYDVE73M2E3QKA}

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	2026-07-05T01:41:56.048631Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fdfec80e9e8669e1e07527f6cd1370500fdbeee97cf638fd70793bd31732719e

Aliases

arxiv: 2007.13442 · arxiv_version: 2007.13442v2 · doi: 10.48550/arxiv.2007.13442 · pith_short_12: 7X7MQDU6QZU6 · pith_short_16: 7X7MQDU6QZU6DYDV · pith_short_8: 7X7MQDU6

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/7X7MQDU6QZU6DYDVE73M2E3QKA \
  | 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: fdfec80e9e8669e1e07527f6cd1370500fdbeee97cf638fd70793bd31732719e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d7f12aa1317dac13ca2aabae4824e0ab5ff1ee2513951623313b07effc9ce7b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-27T11:28:32Z",
    "title_canon_sha256": "369f921769a5cedc716b71879b8b6e8de25dd4c72f0ef8ed73e5da6e514c1112"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.13442",
    "kind": "arxiv",
    "version": 2
  }
}