2 code implementations • 22 Nov 2023 • Jonas Eschmann, Dario Albani, Giuseppe Loianno
Our framework enables Simulation-to-Reality (Sim2Real) transfer for direct RPM control after only 18 seconds of training on a consumer-grade laptop as well as its deployment on microcontrollers to control a multirotor under real-time guarantees.
1 code implementation • 6 Jun 2023 • Jonas Eschmann, Dario Albani, Giuseppe Loianno
Finally, RLtools enables the first-ever demonstration of training a deep RL algorithm directly on a microcontroller, giving rise to the field of Tiny Reinforcement Learning (TinyRL).