Numerical simulations for engineering applications solve partial differe...
Deep learning methods can be used to produce control policies, but certi...
We present a notion of geometry encoding suitable for machine learning-b...
In this work we propose a hybrid solver to solve partial differential
eq...
Preference-based learning of reward functions, where the reward function...