Pith Number

pith:PUDX2EQQ

pith:2025:PUDX2EQQEOKJPRO7X6LBA4HBZ7

not attested not anchored not stored refs pending

Sample-Efficient Reinforcement Learning Controller for Deep Brain Stimulation in Parkinson's Disease

Chunxiu Yu, Gaurav Bagwe, Harsh Ravivarapu, Lan Zhang, Xiaoyong Yuan

arxiv:2507.06326 v1 · 2025-07-08 · cs.LG · cs.AI · cs.SY · eess.SY · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PUDX2EQQEOKJPRO7X6LBA4HBZ7}

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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

2 papers in Pith

Inverse Reinforcement Learning for Interpretable Keystroke Biomarkers in Parkinson's Disease

Receipt and verification

First computed	2026-07-05T11:34:13.681021Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d077d1210239497c5dfbf961070e1cfc07a9df18e2afd52c163c55e3f42cded

Aliases

arxiv: 2507.06326 · arxiv_version: 2507.06326v1 · doi: 10.48550/arxiv.2507.06326 · pith_short_12: PUDX2EQQEOKJ · pith_short_16: PUDX2EQQEOKJPRO7 · pith_short_8: PUDX2EQQ

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/PUDX2EQQEOKJPRO7X6LBA4HBZ7 \
  | 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: 7d077d1210239497c5dfbf961070e1cfc07a9df18e2afd52c163c55e3f42cded

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ee5d98f285060ef6283c17a1e720c0373d1205b6f697baf68bb00af68e4f77c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "eess.SY",
      "q-bio.NC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-08T18:30:26Z",
    "title_canon_sha256": "4694e4b78f36ae2bf09ebdf0e40f26d317c08d5eddf96d50606f64058eb71edd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.06326",
    "kind": "arxiv",
    "version": 1
  }
}