I’ve used algebraic topology for certain robotics tasks when statistical saftey wasn’t good enough and when trying to generalize techniques to learn on graphs.
The results are spectacular, but the application set is indeed very limited.
The results are spectacular, but the application set is indeed very limited.
You can extend some of the thinking in this paper to cover action spaces for deep RL models to really have some fun!