PinnedJonathan HuiA listing of my articles in deep learningIncludes object detection, self-driving car, meta-learning etc …Apr 19, 201813Apr 19, 201813
Jonathan HuiVector Space, Normed Space & Hilbert Space (Machine Learning)Euclidean space, the familiar geometry of our everyday world, provides a useful framework for understanding basic geometric concepts like…2d ago22d ago2
Jonathan HuiThe Study of Mathematical Spaces (Machine Learning)The terminology of mathematical spaces in AI research papers can be intimidating. Fortunately, understanding these concepts isn’t always…May 15May 15
Jonathan HuiWhat is new with GPT-4?On March 14th, GPT-4 was released. It gave us some insight into its progress toward achieving superhuman proficiency. Nonetheless, you may…Mar 15, 20231Mar 15, 20231
Jonathan HuiHow much do I like ChatGPT?Andy Rachleff, an entrepreneur and investor, famously said that you know you have a strong product-market fit when your customers are so…Jan 12, 20233Jan 12, 20233
Jonathan HuiRL — Reinforcement Learning Algorithms OverviewWe have examined many Reinforcement Learning (RL) algorithms in this series, for instance, Policy Gradient methods for the MoJoCo tasks…Dec 12, 20221Dec 12, 20221
Jonathan HuiRL — Transfer Learning (Learn from the Past)Humans are explorers and we do it smartly. In reinforcement learning RL, model-free methods search the solution space millions of times…Jun 27, 2022Jun 27, 2022
Jonathan HuiRL — PLATO Policy Learning using Adaptive Trajectory OptimizationImitation plays a major role in learning. In RL, it reduces the amount of time in searching for solutions and it is sample efficient. And…May 10, 20221May 10, 20221