Pith Number

pith:4KHGNROV

pith:2019:4KHGNROVHMETGHEBAPBH2IXCEO

not attested not anchored not stored refs pending

Budgeted Reinforcement Learning in Continuous State Space

Edouard Leurent, Nicolas Carrara, Odalric-Ambrym Maillard, Olivier Pietquin, Romain Laroche, Tanguy Urvoy

arxiv:1903.01004 v3 · 2019-03-03 · cs.LG · cs.AI · 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{4KHGNROVHMETGHEBAPBH2IXCEO}

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	2026-05-17T23:44:55.065211Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e28e66c5d53b09331c8103c27d22e2239153a95909a0493d6364f712699a5945

Aliases

arxiv: 1903.01004 · arxiv_version: 1903.01004v3 · doi: 10.48550/arxiv.1903.01004 · pith_short_12: 4KHGNROVHMET · pith_short_16: 4KHGNROVHMETGHEB · pith_short_8: 4KHGNROV

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/4KHGNROVHMETGHEBAPBH2IXCEO \
  | 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: e28e66c5d53b09331c8103c27d22e2239153a95909a0493d6364f712699a5945

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2055c57f9fb1beb5efdcda0f6f1dd2e30066560f09166872e1d06bff1c29c538",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-03T22:24:01Z",
    "title_canon_sha256": "b1758505b4ba36ba14e1d48753cee54d6916f7ee467e092df64bd22fbf79e2f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.01004",
    "kind": "arxiv",
    "version": 3
  }
}