Pith Number

pith:JPRD4RQ5

pith:2026:JPRD4RQ5TZ64YCXHTS3ECGEVKJ

not attested not anchored not stored refs pending

Foundations of Reinforcement Learning and Control:Connections and New Perspectives

Claire Vernade, Csaba Szepesv\'ari, Florian D\"orfler, Martha White, Michael Muehlebach, Miroslav Krstic, Onno Eberhard

arxiv:2608.02433 v1 · 2026-08-03 · 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{JPRD4RQ5TZ64YCXHTS3ECGEVKJ}

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	2026-08-04T02:43:29.415652Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4be23e461d9e7dcc0ae79cb64118955252fdd50a5e874dac39d1bedffac6677f

Aliases

arxiv: 2608.02433 · arxiv_version: 2608.02433v1 · doi: 10.48550/arxiv.2608.02433 · pith_short_12: JPRD4RQ5TZ64 · pith_short_16: JPRD4RQ5TZ64YCXH · pith_short_8: JPRD4RQ5

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/JPRD4RQ5TZ64YCXHTS3ECGEVKJ \
  | 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: 4be23e461d9e7dcc0ae79cb64118955252fdd50a5e874dac39d1bedffac6677f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b7d98db3060a916e99270d7ede9b0b4ebd3be82a918602a754196272c89497a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-03T16:12:29Z",
    "title_canon_sha256": "fd14e1b07b63f0be0576a611a5edd78a1033c5eddbda20c4b21aa3998a2d5469"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.02433",
    "kind": "arxiv",
    "version": 1
  }
}