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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,657 papers · 148 categories

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1 result for “Propofol”
Controlling Level of Unconsciousness by Titrating Propofol with Deep Reinforcement Learningcs.LG

Deep RL controls anesthesia more accurately than traditional methods.

problem Controlling the level of unconsciousness during anesthesia.
method Deep Reinforcement Learning (DRL) to map patient state to propofol dosage.
result Deep RL model outperformed traditional controllers (1.7% vs 3.4% median absolute performance error).
Reinforcement LearningAnesthesiaPropofolDeep Neural NetworkPharmacokinetics
2020-08-27abs ↗pdf ↗