no code implementations • 10 Aug 2023 • Steffen Hagedorn, Marcel Hallgarten, Martin Stoll, Alexandru Condurache
We systematically review state-of-the-art deep learning-based prediction, planning, and integrated prediction and planning models.
no code implementations • 27 Jul 2021 • Paul Wimmer, Jens Mehnert, Alexandru Condurache
The combinatorial optimization problem given by COPS is relaxed on a linear program (LP).
no code implementations • 28 Nov 2020 • Paul Wimmer, Jens Mehnert, Alexandru Condurache
On the classification tasks MNIST and CIFAR-10/100 we outperform SNIP, in this setting the best reported one-shot pruning method, applied before training.