Pith Number

pith:YZTWFDKP

pith:2024:YZTWFDKPVSL7XPSGZZ4J5FYQYN

not attested not anchored not stored refs pending

Performance of NPG in Countable State-Space Average-Cost RL

Isaac Grosof, R. Srikant, Siva Theja Maguluri, Yashaswini Murthy

arxiv:2405.20467 v2 · 2024-05-30 · cs.LG · 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{YZTWFDKPVSL7XPSGZZ4J5FYQYN}

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

Algorithm for Contextual Queueing Bandits with Rate-Optimal Queue Length Regret

Receipt and verification

First computed	2026-07-05T09:09:22.921185Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c667628d4fac97fbbe46ce789e9710c35f346cb00c878eced85804e14ece7f4e

Aliases

arxiv: 2405.20467 · arxiv_version: 2405.20467v2 · doi: 10.48550/arxiv.2405.20467 · pith_short_12: YZTWFDKPVSL7 · pith_short_16: YZTWFDKPVSL7XPSG · pith_short_8: YZTWFDKP

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/YZTWFDKPVSL7XPSGZZ4J5FYQYN \
  | 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: c667628d4fac97fbbe46ce789e9710c35f346cb00c878eced85804e14ece7f4e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5d56e0a83bd3b0c8fab02c1a14dfe155dd7015c0ef4ba2e86ec9dca16073753",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-30T20:29:52Z",
    "title_canon_sha256": "a2c02e33947c0630bc85045af7c377c5fe10c54a26a4756baaef8a9eb2e44334"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.20467",
    "kind": "arxiv",
    "version": 2
  }
}