Safe reinforcement learning aims to ensure the optimal performance while minimizing potential risks. In real-world applications, especially in scenarios that rely on visual inputs, a key challenge ...

Altum Sequencing, a start-up supported by the C3N-IA Science Park at Universidad Carlos III de Madrid (UC3M) and specialized in oncology, has developed a tool to monitor treatment response in patients ...

In continual learning (CL), the newly arrived data are often out-of-distribution from the previous ones, causing drastic representation shift (RS) when updating the old model on the new data, leading ...