Luc Van Gool

mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets

2020 · arXiv (Cornell University)

One challenge of object recognition is to generalize to new domains, to more classes and/or to new modalities. This necessitates methods to combine and reuse existing datasets that may belong to different domains, have partial …

A Multiplicative Value Function for Safe and Efficient Reinforcement Learning

2023 · arXiv (Cornell University)

An emerging field of sequential decision problems is safe Reinforcement Learning (RL), where the objective is to maximize the reward while obeying safety constraints. Being able to handle constraints is essential for deploying RL agents …