Pith Number

pith:H47V7ZBN

pith:2023:H47V7ZBN5TLNWBIDQPPPPCE55U

not attested not anchored not stored refs pending

Stability of Q-Learning Through Design and Optimism

Sean Meyn

arxiv:2307.02632 v2 · 2023-07-05 · cs.LG · cs.SY · eess.SY · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H47V7ZBN5TLNWBIDQPPPPCE55U}

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	2026-07-05T06:43:04.044710Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f3f5fe42decd6db050383def7889ded22259228c431f60373815201797d7b43

Aliases

arxiv: 2307.02632 · arxiv_version: 2307.02632v2 · doi: 10.48550/arxiv.2307.02632 · pith_short_12: H47V7ZBN5TLN · pith_short_16: H47V7ZBN5TLNWBID · pith_short_8: H47V7ZBN

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/H47V7ZBN5TLNWBIDQPPPPCE55U \
  | 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: 3f3f5fe42decd6db050383def7889ded22259228c431f60373815201797d7b43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2b9ac1b7c83dec326a3f2c3c4fc2e09cc5965a261eaa257d4d284a78138f6f2",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-05T20:04:26Z",
    "title_canon_sha256": "185835ff4d773a60b85cddab1a717bb17a55b5742d0532fbb9481ae3c8acaf2b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.02632",
    "kind": "arxiv",
    "version": 2
  }
}