Pith Number

pith:7AJEKIR3

pith:2023:7AJEKIR3HZ3IMNT62OTG6BNWM3

not attested not anchored not stored refs pending

Pruning the Way to Reliable Policies: A Multi-Objective Deep Q-Learning Approach to Critical Care

Ahmed Alaa, Alexander Schubert, Ali Shirali

arxiv:2306.08044 v3 · 2023-06-13 · 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{7AJEKIR3HZ3IMNT62OTG6BNWM3}

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	2026-07-05T09:19:51.285507Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f81245223b3e7686367ed3a66f05b666f2f8db2597e914285e127fde8384d0b3

Aliases

arxiv: 2306.08044 · arxiv_version: 2306.08044v3 · doi: 10.48550/arxiv.2306.08044 · pith_short_12: 7AJEKIR3HZ3I · pith_short_16: 7AJEKIR3HZ3IMNT6 · pith_short_8: 7AJEKIR3

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/7AJEKIR3HZ3IMNT62OTG6BNWM3 \
  | 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: f81245223b3e7686367ed3a66f05b666f2f8db2597e914285e127fde8384d0b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5811c47b23a6d6e76f052a74c3086954eed970f821d26cbc6ee20a605160449d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-13T18:02:57Z",
    "title_canon_sha256": "ce126a46deff7834354601cda6d9fc08f69f0c08322eedad809019a20fe0a689"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.08044",
    "kind": "arxiv",
    "version": 3
  }
}