We study online control of time-varying linear systems with unknown dyna...
Mechanical ventilation is one of the most widely used therapies in the I...
The use of deep neural networks has been highly successful in reinforcem...
We consider the problem of controlling an invasive mechanical ventilator...
We consider regret minimization for online control with time-varying lin...
In many online learning problems the computational bottleneck for
gradie...