Pith Number

pith:WXIYULFZ

pith:2020:WXIYULFZBKCNXYZUYBHKELZRZ3

not attested not anchored not stored refs pending

Hypermodels for Exploration

Benjamin Van Roy, Ian Osband, Morteza Ibrahimi, Vikranth Dwaracherla, Xiuyuan Lu, Zheng Wen

arxiv:2006.07464 v1 · 2020-06-12 · cs.LG · math.OC · 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{WXIYULFZBKCNXYZUYBHKELZRZ3}

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

Concurrent Learning with Aggregated States via Randomized Least Squares Value Iteration

Receipt and verification

First computed	2026-07-05T01:10:16.758578Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5d18a2cb90a84dbe334c04ea22f31cec604f26ed55e13f1e9c6e40355246bfa

Aliases

arxiv: 2006.07464 · arxiv_version: 2006.07464v1 · doi: 10.48550/arxiv.2006.07464 · pith_short_12: WXIYULFZBKCN · pith_short_16: WXIYULFZBKCNXYZU · pith_short_8: WXIYULFZ

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/WXIYULFZBKCNXYZUYBHKELZRZ3 \
  | 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: b5d18a2cb90a84dbe334c04ea22f31cec604f26ed55e13f1e9c6e40355246bfa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "11969e04c3c04725f9a9f493fd28f061dcd771865235539bddb928b6c20207a1",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-12T20:59:21Z",
    "title_canon_sha256": "fa7676aee393d27abb6f208491395960e2bf8d15f66519fbd4f10bfd50bc32d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.07464",
    "kind": "arxiv",
    "version": 1
  }
}