2 papers
cs.LG2020
Extended Radial Basis Function Controller for Reinforcement Learning
Nicholas Capel, Naifu Zhang
There have been attempts in reinforcement learning to exploit a priori knowledge about the structure of the system. This paper proposes a hybrid reinforcement learning controller w…
cs.LG2020
Improving LIME Robustness with Smarter Locality Sampling
Sean Saito, Eugene Chua, Nicholas Capel +1
Explainability algorithms such as LIME have enabled machine learning systems to adopt transparency and fairness, which are important qualities in commercial use cases. However, rec…