Pith Number

pith:QNK36WKL

pith:2023:QNK36WKLJX6BOM6GE6IOHXBUG5

not attested not anchored not stored refs pending

Approximations and Learning for Continuous State and Action MDPs under Average Cost Criteria

Ali Devran Kara, Serdar Yuksel

arxiv:2308.07591 v4 · 2023-08-15 · math.OC · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QNK36WKLJX6BOM6GE6IOHXBUG5}

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

From Set Convergence to Pointwise Convergence: Finite-Time Guarantees for Average-Reward Q-Learning with Adaptive Stepsizes

A note on convergence of Wasserstein policy optimization

Receipt and verification

First computed	2026-06-02T01:03:28.027800Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8355bf594b4dfc1733c62790e3dc34374557328ecf5a57192d65e8cdc82fcb47

Aliases

arxiv: 2308.07591 · arxiv_version: 2308.07591v4 · doi: 10.48550/arxiv.2308.07591 · pith_short_12: QNK36WKLJX6B · pith_short_16: QNK36WKLJX6BOM6G · pith_short_8: QNK36WKL

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/QNK36WKLJX6BOM6GE6IOHXBUG5 \
  | 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: 8355bf594b4dfc1733c62790e3dc34374557328ecf5a57192d65e8cdc82fcb47

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c4c80cddebcd0ecf4dd345bce6266c6e3b889989add69de095c58f34a5c6964",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2023-08-15T06:24:53Z",
    "title_canon_sha256": "65994c15b0e6d997690d96207301f07959cbf23c517ada692e8cecca56201c33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.07591",
    "kind": "arxiv",
    "version": 4
  }
}