Pith Number

pith:UOKW5GGP

pith:2018:UOKW5GGPRT3H6UKMQR6QMM4ZT7

not attested not anchored not stored refs pending

Online Learning in Kernelized Markov Decision Processes

Aditya Gopalan, Sayak Ray Chowdhury

arxiv:1805.08052 v2 · 2018-05-21 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UOKW5GGPRT3H6UKMQR6QMM4ZT7}

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	2026-05-17T23:57:02.925996Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3956e98cf8cf67f514c847d0633999ff736a778f69cfc9b26144561cb060f70

Aliases

arxiv: 1805.08052 · arxiv_version: 1805.08052v2 · doi: 10.48550/arxiv.1805.08052 · pith_short_12: UOKW5GGPRT3H · pith_short_16: UOKW5GGPRT3H6UKM · pith_short_8: UOKW5GGP

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/UOKW5GGPRT3H6UKMQR6QMM4ZT7 \
  | 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: a3956e98cf8cf67f514c847d0633999ff736a778f69cfc9b26144561cb060f70

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "772d02ce65bbd8ab1e95a660b37fd2325556f4684ec8fd8a29fb35ad9fa04021",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-05-21T13:44:10Z",
    "title_canon_sha256": "110631dc59382c218817c1d8a1e07936eb3bed7001507e9f001e94da50ff17d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.08052",
    "kind": "arxiv",
    "version": 2
  }
}