Pith. sign in
Pith Number

pith:3S5W3V7Z

pith:2025:3S5W3V7ZJCODRIRU2KIASPXR24
not attested not anchored not stored refs pending

Multi-Agent Deep Reinforcement Learning for Multiple Anesthetics Collaborative Control

Anmin Hu, Chaoran Wu, Huijie Li, Jian Huo, Si Shi, Wei Lin, Wuman Luo, Yide Yu

arxiv:2504.04765 v1 · 2025-04-07 · eess.SY · cs.SY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3S5W3V7ZJCODRIRU2KIASPXR24}

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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.
Receipt and verification
First computed 2026-07-05T11:53:45.378999Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

dcbb6dd7f9489c38a234d290093ef1d701c22fc05a32855d6027abd66b2e1ae6

Aliases

arxiv: 2504.04765 · arxiv_version: 2504.04765v1 · doi: 10.48550/arxiv.2504.04765 · pith_short_12: 3S5W3V7ZJCOD · pith_short_16: 3S5W3V7ZJCODRIRU · pith_short_8: 3S5W3V7Z
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3S5W3V7ZJCODRIRU2KIASPXR24 \
  | 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: dcbb6dd7f9489c38a234d290093ef1d701c22fc05a32855d6027abd66b2e1ae6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "dc23a0c2d4674645aac3771951b4567d2864148bc961bb4c6562c4265df92d72",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-04-07T06:36:24Z",
    "title_canon_sha256": "4c38db25e346594cab84de85a64a8a08456f89d86cc01eb9255b32742525efc6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.04765",
    "kind": "arxiv",
    "version": 1
  }
}