Pith Number

pith:BKHE7PQT

pith:2018:BKHE7PQTC2J2DRFK2ZNOB4DNVA

not attested not anchored not stored refs pending

Robbins-Monro conditions for persistent exploration learning strategies

Dmitry B. Rokhlin

arxiv:1808.00245 v3 · 2018-08-01 · 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{BKHE7PQTC2J2DRFK2ZNOB4DNVA}

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	2026-05-18T00:03:36.639412Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a8e4fbe131693a1c4aad65ae0f06da80afa7114fa442b6bb1b61703c1297430

Aliases

arxiv: 1808.00245 · arxiv_version: 1808.00245v3 · doi: 10.48550/arxiv.1808.00245 · pith_short_12: BKHE7PQTC2J2 · pith_short_16: BKHE7PQTC2J2DRFK · pith_short_8: BKHE7PQT

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/BKHE7PQTC2J2DRFK2ZNOB4DNVA \
  | 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: 0a8e4fbe131693a1c4aad65ae0f06da80afa7114fa442b6bb1b61703c1297430

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8367aa34460cdd0192053497e7c4a6b56b0bdd957ee2d6628cedd577efe8530",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-08-01T09:43:50Z",
    "title_canon_sha256": "acdf5e0f8f03f09d732d6a236c7072508a6374e68d73ae9c10b23bc379861827"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.00245",
    "kind": "arxiv",
    "version": 3
  }
}