2 papers
cs.LG2022
Variance Reduction for Score Functions Using Optimal Baselines
Ronan Keane, H. Oliver Gao
Many problems involve the use of models which learn probability distributions or incorporate randomness in some way. In such problems, because computing the true expected gradient…
eess.SY2019
Increasing Traffic Throughput by Controlling Autonomous Vehicles at Low Penetration Rates
Ronan L. Keane, H. Oliver Gao
Human drivers may behave in an imprecise/unstable manner, leading to traffic oscillations which are harmful to traffic throughput. Recent field experiments have shown that the cont…