no code implementations • 19 Dec 2019 • Leonid Butyrev, Thorsten Edelhäußer, Christopher Mutschler
This paper presents a novel motion and trajectory planning algorithm for nonholonomic mobile robots that uses recent advances in deep reinforcement learning.
no code implementations • 25 Sep 2019 • Leonid Butyrev, Georgios Kontes, Christoffer Löffler, Christopher Mutschler
Learning neural networks with gradient descent over a long sequence of tasks is problematic as their fine-tuning to new tasks overwrites the network weights that are important for previous tasks.