Pith Number

pith:LN3GV6FV

pith:2022:LN3GV6FVP6WVRRPKQC2TAT422X

not attested not anchored not stored refs pending

Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning

Doina Precup, Elaine Lau, Flemming Kondrup, Jacob Shkrob, My Duc Tran, Nathan de Lara, Sumana Basu, Thomas Jiralerspong

arxiv:2210.02552 v1 · 2022-10-05 · 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{LN3GV6FVP6WVRRPKQC2TAT422X}

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	2026-07-05T05:03:53.890650Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b766af8b57fad58c5ea80b5304f9ad5e4d549adb16e93f78430c16a035177ae

Aliases

arxiv: 2210.02552 · arxiv_version: 2210.02552v1 · doi: 10.48550/arxiv.2210.02552 · pith_short_12: LN3GV6FVP6WV · pith_short_16: LN3GV6FVP6WVRRPK · pith_short_8: LN3GV6FV

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/LN3GV6FVP6WVRRPKQC2TAT422X \
  | 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: 5b766af8b57fad58c5ea80b5304f9ad5e4d549adb16e93f78430c16a035177ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "970c0444e039ed2792a9ac571c43e2111fa24fd478259a2d95ae1f8e0dbb5420",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-05T20:41:17Z",
    "title_canon_sha256": "9cac9c74840a259fdeea24cdd04c5a911a3ca0318317bc817e68377f768a7c2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.02552",
    "kind": "arxiv",
    "version": 1
  }
}