Orhan Unuvar

Fleet Active Learning: A Submodular Maximization Approach

In multi-robot systems, robots often gather data to improve the performance of their deep neural networks (DNNs) for perception and planning. Ideally, these robots should select the most informative samples from their local data distributions by employing active learning approaches. However, when th…