Pith Number

pith:MKETMLMZ

pith:2022:MKETMLMZD5XWUEJXUILZDN6VQ2

not attested not anchored not stored refs pending

Safe Exploration Incurs Nearly No Additional Sample Complexity for Reward-free RL

Jing Yang, Ruiquan Huang, Yingbin Liang

arxiv:2206.14057 v3 · 2022-06-28 · cs.LG · 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{MKETMLMZD5XWUEJXUILZDN6VQ2}

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

Breaking the Computational Barrier: Provably Efficient Actor-Critic for Low-Rank MDPs

Receipt and verification

First computed	2026-07-05T05:53:32.469597Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6289362d991f6f6a1137a21791b7d586bd9e8ef75f920978bc060e5208fbf1ea

Aliases

arxiv: 2206.14057 · arxiv_version: 2206.14057v3 · doi: 10.48550/arxiv.2206.14057 · pith_short_12: MKETMLMZD5XW · pith_short_16: MKETMLMZD5XWUEJX · pith_short_8: MKETMLMZ

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/MKETMLMZD5XWUEJXUILZDN6VQ2 \
  | 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: 6289362d991f6f6a1137a21791b7d586bd9e8ef75f920978bc060e5208fbf1ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f162fa22708e10bc0865f61345ff79eb926cf76a0ff99d3a565fcee6a76bbc7d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-28T15:00:45Z",
    "title_canon_sha256": "92ca9a2536e7b284c6f5e874b71a9310c10d5a78675d426a0d64832ef31d2844"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.14057",
    "kind": "arxiv",
    "version": 3
  }
}