In ever-changing field environments, conditions can shift rapidly, eroding the best-laid plans with little time to react. Throughout my years working in clinical trials, I've found that this type of ...

Jandas is designed to have very similar indexing experience as Pandas. It implements DataFrame, Series and Index classes in TypeScript and supports position- and label-based indexing. Unlike Pandas ...

Abstract: Policy iteration (PI), an iterative method in reinforcement learning, has the merit of interactions with a little-known environment to learn a decision law through policy evaluation and ...

Abstract: This study seeks to develop a data-driven output-feedback homotopic policy iteration for assuring optimal performance of linear unknown continuous-time systems. Conventional policy iteration ...