Pith Number

pith:IVHZQLW7

pith:2020:IVHZQLW7SSPTPBWCMZA6YKSRN4

not attested not anchored not stored refs pending

Sample Complexity of Asynchronous Q-Learning: Sharper Analysis and Variance Reduction

Gen Li, Yuantao Gu, Yuejie Chi, Yuting Wei, Yuxin Chen

arxiv:2006.03041 v3 · 2020-06-04 · cs.LG · eess.SP · math.OC · math.ST · stat.ML · stat.TH

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IVHZQLW7SSPTPBWCMZA6YKSRN4}

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

2 papers in Pith

Toward a Unified Lyapunov-Certified ODE Convergence Analysis of Smooth Q-Learning with p-Norms

Finite-Time Analysis of Q-Value Iteration for General-Sum Stackelberg Games

Receipt and verification

First computed	2026-07-05T04:56:09.243908Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

454f982edf949f3786c26641ec2a516f2b9a67f849222e0bc3ca8a987600fd6a

Aliases

arxiv: 2006.03041 · arxiv_version: 2006.03041v3 · doi: 10.48550/arxiv.2006.03041 · pith_short_12: IVHZQLW7SSPT · pith_short_16: IVHZQLW7SSPTPBWC · pith_short_8: IVHZQLW7

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/IVHZQLW7SSPTPBWCMZA6YKSRN4 \
  | 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: 454f982edf949f3786c26641ec2a516f2b9a67f849222e0bc3ca8a987600fd6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b246c9316d9507ad6c5bc8d4f098e817f935311f964e8d49b3168b2d8fc3642a",
    "cross_cats_sorted": [
      "eess.SP",
      "math.OC",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-04T17:51:00Z",
    "title_canon_sha256": "2c7ea6aeac0be2212a053825d3e830707d0977075a1094e788902d671a639793"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.03041",
    "kind": "arxiv",
    "version": 3
  }
}