Pith Number

pith:GCMJFQQY

pith:2018:GCMJFQQYI2WPD3U4RID7S45G54

not attested not anchored not stored refs pending

Provably Efficient Maximum Entropy Exploration

Abby Van Soest, Elad Hazan, Karan Singh, Sham M. Kakade

arxiv:1812.02690 v2 · 2018-12-06 · cs.LG · cs.AI · 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{GCMJFQQYI2WPD3U4RID7S45G54}

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	2026-05-17T23:55:30.717657Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

309892c21846acf1ee9c8a07f973a6ef3131cbef58ce97184f208c4ebf1ddf4a

Aliases

arxiv: 1812.02690 · arxiv_version: 1812.02690v2 · doi: 10.48550/arxiv.1812.02690 · pith_short_12: GCMJFQQYI2WP · pith_short_16: GCMJFQQYI2WPD3U4 · pith_short_8: GCMJFQQY

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/GCMJFQQYI2WPD3U4RID7S45G54 \
  | 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: 309892c21846acf1ee9c8a07f973a6ef3131cbef58ce97184f208c4ebf1ddf4a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f347d381bad10e9ff6adbc55644a43059a8ac9424c160200ea2795329924478a",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-06T18:15:44Z",
    "title_canon_sha256": "e6c9c2b7911b0d1f29574e1fa2706bbc4c7206b5049da0c7c1d882ba30f420af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.02690",
    "kind": "arxiv",
    "version": 2
  }
}