Pith Number

pith:HXOEWEHA

pith:2022:HXOEWEHA464ZJXD2ERYVKAODJ6

not attested not anchored not stored refs pending

Computational-Statistical Gaps in Reinforcement Learning

Daniel Kane, Gaurav Mahajan, Shachar Lovett, Sihan Liu

arxiv:2202.05444 v2 · 2022-02-11 · cs.LG · cs.AI · cs.CC · 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{HXOEWEHA464ZJXD2ERYVKAODJ6}

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	2026-07-05T04:36:47.366746Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ddc4b10e0e7b994dc7a24715501c34fb1f3945747e81811e55a34ddc9149c20

Aliases

arxiv: 2202.05444 · arxiv_version: 2202.05444v2 · doi: 10.48550/arxiv.2202.05444 · pith_short_12: HXOEWEHA464Z · pith_short_16: HXOEWEHA464ZJXD2 · pith_short_8: HXOEWEHA

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/HXOEWEHA464ZJXD2ERYVKAODJ6 \
  | 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: 3ddc4b10e0e7b994dc7a24715501c34fb1f3945747e81811e55a34ddc9149c20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42c60c7b8e21c03ff863a6f44b0e3c35c83798be248c7c3b6a4374c463ddf596",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CC",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-11T04:48:35Z",
    "title_canon_sha256": "82688a34f78f7b29be04e0f569cf4d1d0e1719359c3287cee78b298f338e3700"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.05444",
    "kind": "arxiv",
    "version": 2
  }
}