Abstract: We introduce a physics-informed machine learning (PIML) algorithm based on a feed-forward neural network (FFNN) to estimate surface soil moisture from limited in situ measurements and ...

You’ve probably heard of the term bird course thrown around on Reddit, TikTok, or in the depths of a group chat. At Waterloo, it’s become a rite of passage to track one down and secure your spot. But ...

Abstract: This paper demonstrates the usage of Deep Reinforcement Learning to learn an optimal swing-up-strategy for a pneumatically actuated variable-length pendulum. For this purpose, the model-free ...