Pith Number

pith:QQ7R6EJW

pith:2023:QQ7R6EJW24H43WBTIWMK75L4QR

not attested not anchored not stored refs pending

Smoothed Q-learning

David Barber

arxiv:2303.08631 v1 · 2023-03-15 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QQ7R6EJW24H43WBTIWMK75L4QR}

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

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

Receipt and verification

First computed	2026-07-05T05:51:35.324681Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

843f1f1136d70fcdd8334598aff57c8461324295a04fc4e608c9eeb43e3721da

Aliases

arxiv: 2303.08631 · arxiv_version: 2303.08631v1 · doi: 10.48550/arxiv.2303.08631 · pith_short_12: QQ7R6EJW24H4 · pith_short_16: QQ7R6EJW24H43WBT · pith_short_8: QQ7R6EJW

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/QQ7R6EJW24H43WBTIWMK75L4QR \
  | 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: 843f1f1136d70fcdd8334598aff57c8461324295a04fc4e608c9eeb43e3721da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f36010afe02f34c913cc7d66c1f8cfb7f7254bef24e630fac76e3a7d382fd91",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-15T13:58:07Z",
    "title_canon_sha256": "067447292a53d0d4dad1eb0cd557ed82d41966b67b7ceda1d31e28a5d1eea0e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.08631",
    "kind": "arxiv",
    "version": 1
  }
}