Pith Number

pith:EVXAGD2A

pith:2023:EVXAGD2AEGI3SHJVI2ANLCBOMY

not attested not anchored not stored refs pending

Fast Rates for Maximum Entropy Exploration

Alexey Naumov, Daniele Calandriello, Daniil Tiapkin, Denis Belomestny, Eric Moulines, Michal Valko, Pierre Menard, Pierre Perrault, Remi Munos, Yunhao Tang

arxiv:2303.08059 v2 · 2023-03-14 · stat.ML · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EVXAGD2AEGI3SHJVI2ANLCBOMY}

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

1 paper in Pith

ELEMENT: Episodic and Lifelong Exploration via Maximum Entropy

Receipt and verification

First computed	2026-07-05T06:17:48.394093Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

256e030f402191b91d354680d5882e663a4d68bb8fa368efa0820c87fb599512

Aliases

arxiv: 2303.08059 · arxiv_version: 2303.08059v2 · doi: 10.48550/arxiv.2303.08059 · pith_short_12: EVXAGD2AEGI3 · pith_short_16: EVXAGD2AEGI3SHJV · pith_short_8: EVXAGD2A

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/EVXAGD2AEGI3SHJVI2ANLCBOMY \
  | 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: 256e030f402191b91d354680d5882e663a4d68bb8fa368efa0820c87fb599512

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d60469614692ec3aac5d28bf7b5f2ec99a24e07656e7c7ded6d7b1b408d437e1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-03-14T16:51:14Z",
    "title_canon_sha256": "f322b01768f6e8f0a3910da588763b91d1e3a8f1c16804b722c312a5c048eebb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.08059",
    "kind": "arxiv",
    "version": 2
  }
}