Reinforcement learning with artificial microswimmers

• Published in: Science robotics Vol. 6; no. 52
• Main Authors: Muiños-Landin, S, Fischer, A, Holubec, V, Cichos, F
• Format: Journal Article
• Language: English
• Published: United States 24.03.2021
• Subjects: Algorithms; Biomimetic Materials; Computer Simulation; Computer Systems; Gold; Hydrodynamics; Machine Learning; Metal Nanoparticles; Motion; Reinforcement, Psychology; Swimming; Triazines

Artificial microswimmers that can replicate the complex behavior of active matter are often designed to mimic the self-propulsion of microscopic living organisms. However, compared with their living counterparts, artificial microswimmers have a limited ability to adapt to environmental signals or to...