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Deep Reinforcement Learning for Optimal Critical Care Pain Management with Morphine using Dueling Double-Deep Q Networks
Our results demonstrate that reinforcement learning may be used to aid decision making in the intensive care setting by providing personalized pain management interventions.
A Message Passing Algorithm for the Problem of Path Packing in Graphs
We consider the problem of packing node-disjoint directed paths in a directed graph.
Proactive Message Passing on Memory Factor Networks
We introduce a new type of graphical model that we call a "memory factor network" (MFN).
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