Pith Number

pith:6MLZVGOM

pith:2024:6MLZVGOMS2Z4Z2OSWX7ZE3UWYY

not attested not anchored not stored refs pending

Parametric PDE Control with Deep Reinforcement Learning and Differentiable L0-Sparse Polynomial Policies

Nicol\`o Botteghi, Urban Fasel

arxiv:2403.15267 v2 · 2024-03-22 · 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{6MLZVGOMS2Z4Z2OSWX7ZE3UWYY}

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

Sparse Sensor Placement in Multi-Agent Reinforcement Learning Control of Rayleigh-B\'enard Convection

Receipt and verification

First computed	2026-07-05T09:17:38.984624Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3179a99cc96b3cce9d2b5ff926e96c616e4375a815d53e69e990190a583a011

Aliases

arxiv: 2403.15267 · arxiv_version: 2403.15267v2 · doi: 10.48550/arxiv.2403.15267 · pith_short_12: 6MLZVGOMS2Z4 · pith_short_16: 6MLZVGOMS2Z4Z2OS · pith_short_8: 6MLZVGOM

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/6MLZVGOMS2Z4Z2OSWX7ZE3UWYY \
  | 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: f3179a99cc96b3cce9d2b5ff926e96c616e4375a815d53e69e990190a583a011

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2793926b17d5383db38949abad47a8f61c996c369904335a8e957f17ec48efb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-22T15:06:31Z",
    "title_canon_sha256": "40bab81b4ece2ae119eedcc2acaf514d50a93fba630772a4a13524b9f9e8d573"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.15267",
    "kind": "arxiv",
    "version": 2
  }
}