Pith Number

pith:A44E3PEK

pith:2025:A44E3PEKQTMYU4FF3NWPR3WJ6O

not attested not anchored not stored refs pending

Learning from Less: SINDy Surrogates in RL

Aniket Dixit, Faizan Ahmed, James Brusey, Muhammad Ibrahim Khan

arxiv:2504.18113 v1 · 2025-04-25 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A44E3PEKQTMYU4FF3NWPR3WJ6O}

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

Learning to Modulate, Not to Cycle: Soft Actor---Critic Recovers Inverter-Style Heat-Pump Control

Receipt and verification

First computed	2026-07-05T10:54:01.916588Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07384dbc8a84d98a70a5db6cf8eec9f396e90ce0d4451355a520632784d49a46

Aliases

arxiv: 2504.18113 · arxiv_version: 2504.18113v1 · doi: 10.48550/arxiv.2504.18113 · pith_short_12: A44E3PEKQTMY · pith_short_16: A44E3PEKQTMYU4FF · pith_short_8: A44E3PEK

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/A44E3PEKQTMYU4FF3NWPR3WJ6O \
  | 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: 07384dbc8a84d98a70a5db6cf8eec9f396e90ce0d4451355a520632784d49a46

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4d209a1a54a401728a267e4158701fd3f90c720c566f1af8555c36d4067e5e5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-25T06:34:19Z",
    "title_canon_sha256": "7b751c0a888fafcd6b2e88e2da191566a12bd39e0c9e3f1fc81793cf3ce715a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.18113",
    "kind": "arxiv",
    "version": 1
  }
}